View somtri's full-sized avatar
8 followers · 1 following

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

Highlights

  • Pro

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somtri/README.md
Terminal replay: som tripathi, software, ai, quant and research, with the latest merged upstream pull requests

somtripathi.dev · linkedin · somtri@iastate.edu · ames, ia

Latest merged upstream pull requestsOpen source impact numbers

Contribution calendar for the last year, with current and longest streakLanguage distribution by bytes across original repositories

$ cat about.md

Software engineering student at Iowa State. Most of what I build is the kind of thing where checking the result is harder than producing it.

An order book engine will report whatever latency you want until you make it replay a real tape and match. A forecast looks excellent right up until you validate it in chronological order. So most of my time goes into the checking, which is slower and much less fun to demo.

The upstream patches above are mostly the unglamorous version of the same instinct: an index that overflows past 2^31, a shape check that runs after the crash instead of before it.

$ ls -1 work/

projectwhat it iswhat it measured
impact-lab · C++20Limit order book engine and a pre-registered aggregate price-impact study. Live demo.1.97B Binance futures trades · concave impact γ = 0.760, CI [0.740, 0.782] · 100.0000% book-reconstruction match · 4.06M msg/sec, p50 101 ns
flashbulb · PythonDrift-adaptive, zero-write-token memory for a Qwen agent. Qwen Cloud Hackathon, Track 1.+0.35 clean recall under drift, against the prior state of the art
run_scope · RustReal-time experimental process monitoring: WebSockets, React, anomaly detection, SQLite run history.Live telemetry with persisted, replayable run history
smart_signal · PythonStock movement forecasting with chronological validation, random forest modeling, and sentiment features.Leakage-aware: validation runs in chronological order, so nothing looks ahead
portfolio · TypeScriptThe site this page borrows its face from. Next.js, statically generated, one API route.somtripathi.dev
poke327 · C/C++Terminal monster-catching RPG in ncurses: procedural generation, trainer pathfinding, turn-based battles.401 x 401 procedural world · deterministic replay from --seed · move priority, accuracy, STAB and type effectiveness in the battle loop
$ ls -1 work/ --all
projectwhat it is
macro_markets_ml · RRelease-aware analysis of macro signals against next-month S&P 500 direction. Report.
cine_ml · JupyterMovie rating regression on TMDB metadata and OMDb labels, with a Streamlit dashboard.
flashbulb-amd · PythonSelf-hostable agent memory. A neural surprise gate decides what to keep, so the write path spends no LLM tokens and no data leaves the machine. Live demo.

$ ls -1 research/

2026-06 → now computer vision research intern AIIRA (AI Institute for Resilient Agriculture)
2025-08 → now ml research intern Translational AI Center, Iowa State
2025-10 → 2026-05 teaching assistant Iowa State University
2025-01 → 2025-07 research assistant Iowa State University

$ cat tools.txt

ml PyTorch · titans-pytorch · scikit-learn · sentence-transformers
data pandas · numpy · SQLite · embeddings · yfinance
build CMake · WebAssembly · ncurses · Playwright
serving FastAPI · uvicorn · Modal · ROCm · MCP
web Next.js · React · Streamlit · plotly

$ contact --list

web https://somtripathi.dev
email somtri@iastate.edu
linkedin https://linkedin.com/in/somtri
location ames, ia · 42.026°N 93.646°W

Every panel above is an SVG regenerated every three hours from live GitHub data by scripts/build-profile.mjs. The workflow runs on GitHub's own actions only.

Pinned Loading

  1. flashbulbflashbulbPublic

    Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

    Python 1

  2. impact-labimpact-labPublic

    C++20 limit order book engine + aggregate price impact research

    C++

  3. run_scoperun_scopePublic

    Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

    Rust

  4. portfolioportfolioPublic

    Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

    TypeScript 1

  5. smart_signalsmart_signalPublic

    Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

    Python

  6. poke327poke327Public

    A terminal Pokemon-style adventure written in C and C++ with ncurses.

    C++

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
View somtri's full-sized avatar
8
followers
 · 1
following

Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Highlights
  • 
Pro


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somtri/README.md
Terminal replay: som tripathi, software, ai, quant and research, with the latest merged upstream pull requests
somtripathi.dev · linkedin · somtri@iastate.edu · ames, ia

Latest merged upstream pull requestsOpen source impact numbers
Contribution calendar for the last year, with current and longest streakLanguage distribution by bytes across original repositories
$ cat about.md
Software engineering student at Iowa State. Most of what I build is the kind of thing where checking the result is harder than producing it.
An order book engine will report whatever latency you want until you make it replay a real tape and match. A forecast looks excellent right up until you validate it in chronological order. So most of my time goes into the checking, which is slower and much less fun to demo.
The upstream patches above are mostly the unglamorous version of the same instinct: an index that overflows past 2^31, a shape check that runs after the crash instead of before it.
$ ls -1 work/
projectwhat it iswhat it measured
impact-lab · C++20Limit order book engine and a pre-registered aggregate price-impact study. Live demo.1.97B Binance futures trades · concave impact γ = 0.760, CI [0.740, 0.782] · 100.0000% book-reconstruction match · 4.06M msg/sec, p50 101 ns
flashbulb · PythonDrift-adaptive, zero-write-token memory for a Qwen agent. Qwen Cloud Hackathon, Track 1.+0.35 clean recall under drift, against the prior state of the art
run_scope · RustReal-time experimental process monitoring: WebSockets, React, anomaly detection, SQLite run history.Live telemetry with persisted, replayable run history
smart_signal · PythonStock movement forecasting with chronological validation, random forest modeling, and sentiment features.Leakage-aware: validation runs in chronological order, so nothing looks ahead
portfolio · TypeScriptThe site this page borrows its face from. Next.js, statically generated, one API route.somtripathi.dev
poke327 · C/C++Terminal monster-catching RPG in ncurses: procedural generation, trainer pathfinding, turn-based battles.401 x 401 procedural world · deterministic replay from --seed · move priority, accuracy, STAB and type effectiveness in the battle loop
$ ls -1 work/ --all
projectwhat it is
macro_markets_ml · RRelease-aware analysis of macro signals against next-month S&P 500 direction. Report.
cine_ml · JupyterMovie rating regression on TMDB metadata and OMDb labels, with a Streamlit dashboard.
flashbulb-amd · PythonSelf-hostable agent memory. A neural surprise gate decides what to keep, so the write path spends no LLM tokens and no data leaves the machine. Live demo.
$ ls -1 research/
2026-06 → now computer vision research intern AIIRA (AI Institute for Resilient Agriculture)
2025-08 → now ml research intern Translational AI Center, Iowa State
2025-10 → 2026-05 teaching assistant Iowa State University
2025-01 → 2025-07 research assistant Iowa State University

$ cat tools.txt
ml PyTorch · titans-pytorch · scikit-learn · sentence-transformers
data pandas · numpy · SQLite · embeddings · yfinance
build CMake · WebAssembly · ncurses · Playwright
serving FastAPI · uvicorn · Modal · ROCm · MCP
web Next.js · React · Streamlit · plotly

$ contact --list
web https://somtripathi.dev
email somtri@iastate.edu
linkedin https://linkedin.com/in/somtri
location ames, ia · 42.026°N 93.646°W

Every panel above is an SVG regenerated every three hours from live GitHub data by scripts/build-profile.mjs. The workflow runs on GitHub's own actions only.

Pinned
Loading
  1. flashbulbflashbulbPublic
    
Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

    Python
1

  2. impact-labimpact-labPublic
    
C++20 limit order book engine + aggregate price impact research

    C++
  3. run_scoperun_scopePublic
    
Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

    Rust
  4. portfolioportfolioPublic
    
Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

    TypeScript
1

  5. smart_signalsmart_signalPublic
    
Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

    Python
  6. poke327poke327Public
    
A terminal Pokemon-style adventure written in C and C++ with ncurses.

    C++

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View somtri's full-sized avatar
8
followers
 · 1
following

Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Highlights
  • 
Pro


Block or report somtri

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Learn more about blocking users.


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somtri/README.md
Terminal replay: som tripathi, software, ai, quant and research, with the latest merged upstream pull requests
somtripathi.dev · linkedin · somtri@iastate.edu · ames, ia

Latest merged upstream pull requestsOpen source impact numbers
Contribution calendar for the last year, with current and longest streakLanguage distribution by bytes across original repositories
$ cat about.md
Software engineering student at Iowa State. Most of what I build is the kind of thing where checking the result is harder than producing it.
An order book engine will report whatever latency you want until you make it replay a real tape and match. A forecast looks excellent right up until you validate it in chronological order. So most of my time goes into the checking, which is slower and much less fun to demo.
The upstream patches above are mostly the unglamorous version of the same instinct: an index that overflows past 2^31, a shape check that runs after the crash instead of before it.
$ ls -1 work/
projectwhat it iswhat it measured
impact-lab · C++20Limit order book engine and a pre-registered aggregate price-impact study. Live demo.1.97B Binance futures trades · concave impact γ = 0.760, CI [0.740, 0.782] · 100.0000% book-reconstruction match · 4.06M msg/sec, p50 101 ns
flashbulb · PythonDrift-adaptive, zero-write-token memory for a Qwen agent. Qwen Cloud Hackathon, Track 1.+0.35 clean recall under drift, against the prior state of the art
run_scope · RustReal-time experimental process monitoring: WebSockets, React, anomaly detection, SQLite run history.Live telemetry with persisted, replayable run history
smart_signal · PythonStock movement forecasting with chronological validation, random forest modeling, and sentiment features.Leakage-aware: validation runs in chronological order, so nothing looks ahead
portfolio · TypeScriptThe site this page borrows its face from. Next.js, statically generated, one API route.somtripathi.dev
poke327 · C/C++Terminal monster-catching RPG in ncurses: procedural generation, trainer pathfinding, turn-based battles.401 x 401 procedural world · deterministic replay from --seed · move priority, accuracy, STAB and type effectiveness in the battle loop
$ ls -1 work/ --all
projectwhat it is
macro_markets_ml · RRelease-aware analysis of macro signals against next-month S&P 500 direction. Report.
cine_ml · JupyterMovie rating regression on TMDB metadata and OMDb labels, with a Streamlit dashboard.
flashbulb-amd · PythonSelf-hostable agent memory. A neural surprise gate decides what to keep, so the write path spends no LLM tokens and no data leaves the machine. Live demo.
$ ls -1 research/
2026-06 → now computer vision research intern AIIRA (AI Institute for Resilient Agriculture)
2025-08 → now ml research intern Translational AI Center, Iowa State
2025-10 → 2026-05 teaching assistant Iowa State University
2025-01 → 2025-07 research assistant Iowa State University

$ cat tools.txt
ml PyTorch · titans-pytorch · scikit-learn · sentence-transformers
data pandas · numpy · SQLite · embeddings · yfinance
build CMake · WebAssembly · ncurses · Playwright
serving FastAPI · uvicorn · Modal · ROCm · MCP
web Next.js · React · Streamlit · plotly

$ contact --list
web https://somtripathi.dev
email somtri@iastate.edu
linkedin https://linkedin.com/in/somtri
location ames, ia · 42.026°N 93.646°W

Every panel above is an SVG regenerated every three hours from live GitHub data by scripts/build-profile.mjs. The workflow runs on GitHub's own actions only.

Pinned
Loading
  1. flashbulbflashbulbPublic
    
Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

    Python
1

  2. impact-labimpact-labPublic
    
C++20 limit order book engine + aggregate price impact research

    C++
  3. run_scoperun_scopePublic
    
Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

    Rust
  4. portfolioportfolioPublic
    
Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

    TypeScript
1

  5. smart_signalsmart_signalPublic
    
Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

    Python
  6. poke327poke327Public
    
A terminal Pokemon-style adventure written in C and C++ with ncurses.

    C++

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View somtri's full-sized avatar
8
followers
 · 1
following

Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Highlights
  • 
Pro


Block or report somtri

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somtri/README.md
Terminal replay: som tripathi, software, ai, quant and research, with the latest merged upstream pull requests
somtripathi.dev · linkedin · somtri@iastate.edu · ames, ia

Latest merged upstream pull requestsOpen source impact numbers
Contribution calendar for the last year, with current and longest streakLanguage distribution by bytes across original repositories
$ cat about.md
Software engineering student at Iowa State. Most of what I build is the kind of thing where checking the result is harder than producing it.
An order book engine will report whatever latency you want until you make it replay a real tape and match. A forecast looks excellent right up until you validate it in chronological order. So most of my time goes into the checking, which is slower and much less fun to demo.
The upstream patches above are mostly the unglamorous version of the same instinct: an index that overflows past 2^31, a shape check that runs after the crash instead of before it.
$ ls -1 work/
projectwhat it iswhat it measured
impact-lab · C++20Limit order book engine and a pre-registered aggregate price-impact study. Live demo.1.97B Binance futures trades · concave impact γ = 0.760, CI [0.740, 0.782] · 100.0000% book-reconstruction match · 4.06M msg/sec, p50 101 ns
flashbulb · PythonDrift-adaptive, zero-write-token memory for a Qwen agent. Qwen Cloud Hackathon, Track 1.+0.35 clean recall under drift, against the prior state of the art
run_scope · RustReal-time experimental process monitoring: WebSockets, React, anomaly detection, SQLite run history.Live telemetry with persisted, replayable run history
smart_signal · PythonStock movement forecasting with chronological validation, random forest modeling, and sentiment features.Leakage-aware: validation runs in chronological order, so nothing looks ahead
portfolio · TypeScriptThe site this page borrows its face from. Next.js, statically generated, one API route.somtripathi.dev
poke327 · C/C++Terminal monster-catching RPG in ncurses: procedural generation, trainer pathfinding, turn-based battles.401 x 401 procedural world · deterministic replay from --seed · move priority, accuracy, STAB and type effectiveness in the battle loop
$ ls -1 work/ --all
projectwhat it is
macro_markets_ml · RRelease-aware analysis of macro signals against next-month S&P 500 direction. Report.
cine_ml · JupyterMovie rating regression on TMDB metadata and OMDb labels, with a Streamlit dashboard.
flashbulb-amd · PythonSelf-hostable agent memory. A neural surprise gate decides what to keep, so the write path spends no LLM tokens and no data leaves the machine. Live demo.
$ ls -1 research/
2026-06 → now computer vision research intern AIIRA (AI Institute for Resilient Agriculture)
2025-08 → now ml research intern Translational AI Center, Iowa State
2025-10 → 2026-05 teaching assistant Iowa State University
2025-01 → 2025-07 research assistant Iowa State University

$ cat tools.txt
ml PyTorch · titans-pytorch · scikit-learn · sentence-transformers
data pandas · numpy · SQLite · embeddings · yfinance
build CMake · WebAssembly · ncurses · Playwright
serving FastAPI · uvicorn · Modal · ROCm · MCP
web Next.js · React · Streamlit · plotly

$ contact --list
web https://somtripathi.dev
email somtri@iastate.edu
linkedin https://linkedin.com/in/somtri
location ames, ia · 42.026°N 93.646°W

Every panel above is an SVG regenerated every three hours from live GitHub data by scripts/build-profile.mjs. The workflow runs on GitHub's own actions only.

Pinned
Loading
  1. flashbulbflashbulbPublic
    
Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

    Python
1

  2. impact-labimpact-labPublic
    
C++20 limit order book engine + aggregate price impact research

    C++
  3. run_scoperun_scopePublic
    
Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

    Rust
  4. portfolioportfolioPublic
    
Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

    TypeScript
1

  5. smart_signalsmart_signalPublic
    
Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

    Python
  6. poke327poke327Public
    
A terminal Pokemon-style adventure written in C and C++ with ncurses.

    C++

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
View somtri's full-sized avatar
8
followers
 · 1
following

Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Highlights
  • 
Pro


Block or report somtri

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somtri/README.md
Terminal replay: som tripathi, software, ai, quant and research, with the latest merged upstream pull requests
somtripathi.dev · linkedin · somtri@iastate.edu · ames, ia

Latest merged upstream pull requestsOpen source impact numbers
Contribution calendar for the last year, with current and longest streakLanguage distribution by bytes across original repositories
$ cat about.md
Software engineering student at Iowa State. Most of what I build is the kind of thing where checking the result is harder than producing it.
An order book engine will report whatever latency you want until you make it replay a real tape and match. A forecast looks excellent right up until you validate it in chronological order. So most of my time goes into the checking, which is slower and much less fun to demo.
The upstream patches above are mostly the unglamorous version of the same instinct: an index that overflows past 2^31, a shape check that runs after the crash instead of before it.
$ ls -1 work/
projectwhat it iswhat it measured
impact-lab · C++20Limit order book engine and a pre-registered aggregate price-impact study. Live demo.1.97B Binance futures trades · concave impact γ = 0.760, CI [0.740, 0.782] · 100.0000% book-reconstruction match · 4.06M msg/sec, p50 101 ns
flashbulb · PythonDrift-adaptive, zero-write-token memory for a Qwen agent. Qwen Cloud Hackathon, Track 1.+0.35 clean recall under drift, against the prior state of the art
run_scope · RustReal-time experimental process monitoring: WebSockets, React, anomaly detection, SQLite run history.Live telemetry with persisted, replayable run history
smart_signal · PythonStock movement forecasting with chronological validation, random forest modeling, and sentiment features.Leakage-aware: validation runs in chronological order, so nothing looks ahead
portfolio · TypeScriptThe site this page borrows its face from. Next.js, statically generated, one API route.somtripathi.dev
poke327 · C/C++Terminal monster-catching RPG in ncurses: procedural generation, trainer pathfinding, turn-based battles.401 x 401 procedural world · deterministic replay from --seed · move priority, accuracy, STAB and type effectiveness in the battle loop
$ ls -1 work/ --all
projectwhat it is
macro_markets_ml · RRelease-aware analysis of macro signals against next-month S&P 500 direction. Report.
cine_ml · JupyterMovie rating regression on TMDB metadata and OMDb labels, with a Streamlit dashboard.
flashbulb-amd · PythonSelf-hostable agent memory. A neural surprise gate decides what to keep, so the write path spends no LLM tokens and no data leaves the machine. Live demo.
$ ls -1 research/
2026-06 → now computer vision research intern AIIRA (AI Institute for Resilient Agriculture)
2025-08 → now ml research intern Translational AI Center, Iowa State
2025-10 → 2026-05 teaching assistant Iowa State University
2025-01 → 2025-07 research assistant Iowa State University

$ cat tools.txt
ml PyTorch · titans-pytorch · scikit-learn · sentence-transformers
data pandas · numpy · SQLite · embeddings · yfinance
build CMake · WebAssembly · ncurses · Playwright
serving FastAPI · uvicorn · Modal · ROCm · MCP
web Next.js · React · Streamlit · plotly

$ contact --list
web https://somtripathi.dev
email somtri@iastate.edu
linkedin https://linkedin.com/in/somtri
location ames, ia · 42.026°N 93.646°W

Every panel above is an SVG regenerated every three hours from live GitHub data by scripts/build-profile.mjs. The workflow runs on GitHub's own actions only.

Pinned
Loading
  1. flashbulbflashbulbPublic
    
Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

    Python
1

  2. impact-labimpact-labPublic
    
C++20 limit order book engine + aggregate price impact research

    C++
  3. run_scoperun_scopePublic
    
Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

    Rust
  4. portfolioportfolioPublic
    
Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

    TypeScript
1

  5. smart_signalsmart_signalPublic
    
Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

    Python
  6. poke327poke327Public
    
A terminal Pokemon-style adventure written in C and C++ with ncurses.

    C++

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View somtri's full-sized avatar
8
followers
 · 1
following

Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Highlights
  • 
Pro


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somtri/README.md
Terminal replay: som tripathi, software, ai, quant and research, with the latest merged upstream pull requests
somtripathi.dev · linkedin · somtri@iastate.edu · ames, ia

Latest merged upstream pull requestsOpen source impact numbers
Contribution calendar for the last year, with current and longest streakLanguage distribution by bytes across original repositories
$ cat about.md
Software engineering student at Iowa State. Most of what I build is the kind of thing where checking the result is harder than producing it.
An order book engine will report whatever latency you want until you make it replay a real tape and match. A forecast looks excellent right up until you validate it in chronological order. So most of my time goes into the checking, which is slower and much less fun to demo.
The upstream patches above are mostly the unglamorous version of the same instinct: an index that overflows past 2^31, a shape check that runs after the crash instead of before it.
$ ls -1 work/
projectwhat it iswhat it measured
impact-lab · C++20Limit order book engine and a pre-registered aggregate price-impact study. Live demo.1.97B Binance futures trades · concave impact γ = 0.760, CI [0.740, 0.782] · 100.0000% book-reconstruction match · 4.06M msg/sec, p50 101 ns
flashbulb · PythonDrift-adaptive, zero-write-token memory for a Qwen agent. Qwen Cloud Hackathon, Track 1.+0.35 clean recall under drift, against the prior state of the art
run_scope · RustReal-time experimental process monitoring: WebSockets, React, anomaly detection, SQLite run history.Live telemetry with persisted, replayable run history
smart_signal · PythonStock movement forecasting with chronological validation, random forest modeling, and sentiment features.Leakage-aware: validation runs in chronological order, so nothing looks ahead
portfolio · TypeScriptThe site this page borrows its face from. Next.js, statically generated, one API route.somtripathi.dev
poke327 · C/C++Terminal monster-catching RPG in ncurses: procedural generation, trainer pathfinding, turn-based battles.401 x 401 procedural world · deterministic replay from --seed · move priority, accuracy, STAB and type effectiveness in the battle loop
$ ls -1 work/ --all
projectwhat it is
macro_markets_ml · RRelease-aware analysis of macro signals against next-month S&P 500 direction. Report.
cine_ml · JupyterMovie rating regression on TMDB metadata and OMDb labels, with a Streamlit dashboard.
flashbulb-amd · PythonSelf-hostable agent memory. A neural surprise gate decides what to keep, so the write path spends no LLM tokens and no data leaves the machine. Live demo.
$ ls -1 research/
2026-06 → now computer vision research intern AIIRA (AI Institute for Resilient Agriculture)
2025-08 → now ml research intern Translational AI Center, Iowa State
2025-10 → 2026-05 teaching assistant Iowa State University
2025-01 → 2025-07 research assistant Iowa State University

$ cat tools.txt
ml PyTorch · titans-pytorch · scikit-learn · sentence-transformers
data pandas · numpy · SQLite · embeddings · yfinance
build CMake · WebAssembly · ncurses · Playwright
serving FastAPI · uvicorn · Modal · ROCm · MCP
web Next.js · React · Streamlit · plotly

$ contact --list
web https://somtripathi.dev
email somtri@iastate.edu
linkedin https://linkedin.com/in/somtri
location ames, ia · 42.026°N 93.646°W

Every panel above is an SVG regenerated every three hours from live GitHub data by scripts/build-profile.mjs. The workflow runs on GitHub's own actions only.

Pinned
Loading
  1. flashbulbflashbulbPublic
    
Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

    Python
1

  2. impact-labimpact-labPublic
    
C++20 limit order book engine + aggregate price impact research

    C++
  3. run_scoperun_scopePublic
    
Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

    Rust
  4. portfolioportfolioPublic
    
Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

    TypeScript
1

  5. smart_signalsmart_signalPublic
    
Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

    Python
  6. poke327poke327Public
    
A terminal Pokemon-style adventure written in C and C++ with ncurses.

    C++

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View somtri's full-sized avatar
8
followers
 · 1
following

Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Highlights
  • 
Pro


Block or report somtri

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


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somtri/README.md
Terminal replay: som tripathi, software, ai, quant and research, with the latest merged upstream pull requests
somtripathi.dev · linkedin · somtri@iastate.edu · ames, ia

Latest merged upstream pull requestsOpen source impact numbers
Contribution calendar for the last year, with current and longest streakLanguage distribution by bytes across original repositories
$ cat about.md
Software engineering student at Iowa State. Most of what I build is the kind of thing where checking the result is harder than producing it.
An order book engine will report whatever latency you want until you make it replay a real tape and match. A forecast looks excellent right up until you validate it in chronological order. So most of my time goes into the checking, which is slower and much less fun to demo.
The upstream patches above are mostly the unglamorous version of the same instinct: an index that overflows past 2^31, a shape check that runs after the crash instead of before it.
$ ls -1 work/
projectwhat it iswhat it measured
impact-lab · C++20Limit order book engine and a pre-registered aggregate price-impact study. Live demo.1.97B Binance futures trades · concave impact γ = 0.760, CI [0.740, 0.782] · 100.0000% book-reconstruction match · 4.06M msg/sec, p50 101 ns
flashbulb · PythonDrift-adaptive, zero-write-token memory for a Qwen agent. Qwen Cloud Hackathon, Track 1.+0.35 clean recall under drift, against the prior state of the art
run_scope · RustReal-time experimental process monitoring: WebSockets, React, anomaly detection, SQLite run history.Live telemetry with persisted, replayable run history
smart_signal · PythonStock movement forecasting with chronological validation, random forest modeling, and sentiment features.Leakage-aware: validation runs in chronological order, so nothing looks ahead
portfolio · TypeScriptThe site this page borrows its face from. Next.js, statically generated, one API route.somtripathi.dev
poke327 · C/C++Terminal monster-catching RPG in ncurses: procedural generation, trainer pathfinding, turn-based battles.401 x 401 procedural world · deterministic replay from --seed · move priority, accuracy, STAB and type effectiveness in the battle loop
$ ls -1 work/ --all
projectwhat it is
macro_markets_ml · RRelease-aware analysis of macro signals against next-month S&P 500 direction. Report.
cine_ml · JupyterMovie rating regression on TMDB metadata and OMDb labels, with a Streamlit dashboard.
flashbulb-amd · PythonSelf-hostable agent memory. A neural surprise gate decides what to keep, so the write path spends no LLM tokens and no data leaves the machine. Live demo.
$ ls -1 research/
2026-06 → now computer vision research intern AIIRA (AI Institute for Resilient Agriculture)
2025-08 → now ml research intern Translational AI Center, Iowa State
2025-10 → 2026-05 teaching assistant Iowa State University
2025-01 → 2025-07 research assistant Iowa State University

$ cat tools.txt
ml PyTorch · titans-pytorch · scikit-learn · sentence-transformers
data pandas · numpy · SQLite · embeddings · yfinance
build CMake · WebAssembly · ncurses · Playwright
serving FastAPI · uvicorn · Modal · ROCm · MCP
web Next.js · React · Streamlit · plotly

$ contact --list
web https://somtripathi.dev
email somtri@iastate.edu
linkedin https://linkedin.com/in/somtri
location ames, ia · 42.026°N 93.646°W

Every panel above is an SVG regenerated every three hours from live GitHub data by scripts/build-profile.mjs. The workflow runs on GitHub's own actions only.

Pinned
Loading
  1. flashbulbflashbulbPublic
    
Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

    Python
1

  2. impact-labimpact-labPublic
    
C++20 limit order book engine + aggregate price impact research

    C++
  3. run_scoperun_scopePublic
    
Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

    Rust
  4. portfolioportfolioPublic
    
Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

    TypeScript
1

  5. smart_signalsmart_signalPublic
    
Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

    Python
  6. poke327poke327Public
    
A terminal Pokemon-style adventure written in C and C++ with ncurses.

    C++

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
View somtri's full-sized avatar
8
followers
 · 1
following

Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Achievements
Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Pair Extraordinaire
Highlights
  • 
Pro


Block or report somtri

Block user

Prevent this user from interacting with your repositories and sending you notifications.
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somtri/README.md
Terminal replay: som tripathi, software, ai, quant and research, with the latest merged upstream pull requests
somtripathi.dev · linkedin · somtri@iastate.edu · ames, ia

Latest merged upstream pull requestsOpen source impact numbers
Contribution calendar for the last year, with current and longest streakLanguage distribution by bytes across original repositories
$ cat about.md
Software engineering student at Iowa State. Most of what I build is the kind of thing where checking the result is harder than producing it.
An order book engine will report whatever latency you want until you make it replay a real tape and match. A forecast looks excellent right up until you validate it in chronological order. So most of my time goes into the checking, which is slower and much less fun to demo.
The upstream patches above are mostly the unglamorous version of the same instinct: an index that overflows past 2^31, a shape check that runs after the crash instead of before it.
$ ls -1 work/
projectwhat it iswhat it measured
impact-lab · C++20Limit order book engine and a pre-registered aggregate price-impact study. Live demo.1.97B Binance futures trades · concave impact γ = 0.760, CI [0.740, 0.782] · 100.0000% book-reconstruction match · 4.06M msg/sec, p50 101 ns
flashbulb · PythonDrift-adaptive, zero-write-token memory for a Qwen agent. Qwen Cloud Hackathon, Track 1.+0.35 clean recall under drift, against the prior state of the art
run_scope · RustReal-time experimental process monitoring: WebSockets, React, anomaly detection, SQLite run history.Live telemetry with persisted, replayable run history
smart_signal · PythonStock movement forecasting with chronological validation, random forest modeling, and sentiment features.Leakage-aware: validation runs in chronological order, so nothing looks ahead
portfolio · TypeScriptThe site this page borrows its face from. Next.js, statically generated, one API route.somtripathi.dev
poke327 · C/C++Terminal monster-catching RPG in ncurses: procedural generation, trainer pathfinding, turn-based battles.401 x 401 procedural world · deterministic replay from --seed · move priority, accuracy, STAB and type effectiveness in the battle loop
$ ls -1 work/ --all
projectwhat it is
macro_markets_ml · RRelease-aware analysis of macro signals against next-month S&P 500 direction. Report.
cine_ml · JupyterMovie rating regression on TMDB metadata and OMDb labels, with a Streamlit dashboard.
flashbulb-amd · PythonSelf-hostable agent memory. A neural surprise gate decides what to keep, so the write path spends no LLM tokens and no data leaves the machine. Live demo.
$ ls -1 research/
2026-06 → now computer vision research intern AIIRA (AI Institute for Resilient Agriculture)
2025-08 → now ml research intern Translational AI Center, Iowa State
2025-10 → 2026-05 teaching assistant Iowa State University
2025-01 → 2025-07 research assistant Iowa State University

$ cat tools.txt
ml PyTorch · titans-pytorch · scikit-learn · sentence-transformers
data pandas · numpy · SQLite · embeddings · yfinance
build CMake · WebAssembly · ncurses · Playwright
serving FastAPI · uvicorn · Modal · ROCm · MCP
web Next.js · React · Streamlit · plotly

$ contact --list
web https://somtripathi.dev
email somtri@iastate.edu
linkedin https://linkedin.com/in/somtri
location ames, ia · 42.026°N 93.646°W

Every panel above is an SVG regenerated every three hours from live GitHub data by scripts/build-profile.mjs. The workflow runs on GitHub's own actions only.

Pinned
Loading
  1. flashbulbflashbulbPublic
    
Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

    Python
1

  2. impact-labimpact-labPublic
    
C++20 limit order book engine + aggregate price impact research

    C++
  3. run_scoperun_scopePublic
    
Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

    Rust
  4. portfolioportfolioPublic
    
Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

    TypeScript
1

  5. smart_signalsmart_signalPublic
    
Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

    Python
  6. poke327poke327Public
    
A terminal Pokemon-style adventure written in C and C++ with ncurses.

    C++