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13 followers · 8 following

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Yash2108/README.md

👉 About Me:

Hi, I'm a machine learning engineer who likes building useful things with data. Most of my work has been around NLP, LLMs, statistical modeling, and data pipelines, but I'm always happy to wander into a new problem if it looks interesting.

I'm currently studying Quantitative Finance at the University of Manchester and am especially interested in where machine learning, statistics, and finance come together. Always learning, always building.

🌐 Socials:

LinkedinInstagramPorfolio WebsiteKaggle

🖥️ Tech Stack:

PythonJavaMATLABCC++DartROpenCVSciPyscikit-learnTensorFlowKerasNumPyMatplotlibPandasnltkPyTorchHTML5CSS3JavaScriptjQueryFlutterBootstrapDjangoDockerGitMySQLMongoDBPostgresOracle

🏅 Github Stats

GitHub StatsGitHub Stats

👤 Visitor Count

Visitor Count

Pinned Loading

  1. topic-classificationtopic-classificationPublic

    This project implements a semi-supervised approach to classify UN speeches. Utilized BERT, Gensim, Node2Vec and Tensorflow

    Python 2 1

  2. ArcticEcologySimulationArcticEcologySimulationPublic

    This project aims at developing an agent-based model which simulates the life of arctic species. The system will start with two agents, namely the Polar Bear and the Ringed Seal. The system will si…

    Python 5 2

  3. Human-CountingHuman-CountingPublic

    Project to create a web app that detects and counts humans in images and videos. Currently experimenting with 2 ML models: Pointrend (ResNet backbone) & OpenCV's HOG descriptor

    Python 2 1

  4. EricssonSummerInternshipEricssonSummerInternshipPublic

    Analyzing effect of COVID-19 on Telecom services. An automated code to analyze data from CCN, OCC and Roaming Servers. Output displayed as Bar Graphs for easy analysis.

    Jupyter Notebook

  5. yash2108.github.ioyash2108.github.ioPublic

    Welcome to my Digital Portfolio! This repository is home to my website hosted on GitHub. Feel free to explore!

    CSS 1

  6. HR-AnalyticsHR-AnalyticsPublic

    This project aims at classifying the profiles of the candidates to determine their likeliness to switch jobs based on a candidates demographics and job profile.

    Jupyter Notebook 1

, '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" + '

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13
followers
 · 8
following


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Yash2108/README.md
👉 About Me:
Hi, I'm a machine learning engineer who likes building useful things with data. Most of my work has been around NLP, LLMs, statistical modeling, and data pipelines, but I'm always happy to wander into a new problem if it looks interesting.
I'm currently studying Quantitative Finance at the University of Manchester and am especially interested in where machine learning, statistics, and finance come together. Always learning, always building.
🌐 Socials:
LinkedinInstagramPorfolio WebsiteKaggle
🖥️ Tech Stack:
PythonJavaMATLABCC++DartROpenCVSciPyscikit-learnTensorFlowKerasNumPyMatplotlibPandasnltkPyTorchHTML5CSS3JavaScriptjQueryFlutterBootstrapDjangoDockerGitMySQLMongoDBPostgresOracle
🏅 Github Stats
GitHub StatsGitHub Stats
👤 Visitor Count
Visitor Count

Pinned
Loading
  1. topic-classificationtopic-classificationPublic
    
This project implements a semi-supervised approach to classify UN speeches. Utilized BERT, Gensim, Node2Vec and Tensorflow

    Python
2

1

  2. ArcticEcologySimulationArcticEcologySimulationPublic
    
This project aims at developing an agent-based model which simulates the life of arctic species. The system will start with two agents, namely the Polar Bear and the Ringed Seal. The system will si…

    Python
5

2

  3. Human-CountingHuman-CountingPublic
    
Project to create a web app that detects and counts humans in images and videos. Currently experimenting with 2 ML models: Pointrend (ResNet backbone) & OpenCV's HOG descriptor

    Python
2

1

  4. EricssonSummerInternshipEricssonSummerInternshipPublic
    
Analyzing effect of COVID-19 on Telecom services. An automated code to analyze data from CCN, OCC and Roaming Servers. Output displayed as Bar Graphs for easy analysis.

    Jupyter Notebook
  5. yash2108.github.ioyash2108.github.ioPublic
    
Welcome to my Digital Portfolio! This repository is home to my website hosted on GitHub. Feel free to explore!

    CSS
1

  6. HR-AnalyticsHR-AnalyticsPublic
    
This project aims at classifying the profiles of the candidates to determine their likeliness to switch jobs based on a candidates demographics and job profile.

    Jupyter Notebook
1


, '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('^' + ".*" + '

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View Yash2108's full-sized avatar
13
followers
 · 8
following


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Yash2108/README.md
👉 About Me:
Hi, I'm a machine learning engineer who likes building useful things with data. Most of my work has been around NLP, LLMs, statistical modeling, and data pipelines, but I'm always happy to wander into a new problem if it looks interesting.
I'm currently studying Quantitative Finance at the University of Manchester and am especially interested in where machine learning, statistics, and finance come together. Always learning, always building.
🌐 Socials:
LinkedinInstagramPorfolio WebsiteKaggle
🖥️ Tech Stack:
PythonJavaMATLABCC++DartROpenCVSciPyscikit-learnTensorFlowKerasNumPyMatplotlibPandasnltkPyTorchHTML5CSS3JavaScriptjQueryFlutterBootstrapDjangoDockerGitMySQLMongoDBPostgresOracle
🏅 Github Stats
GitHub StatsGitHub Stats
👤 Visitor Count
Visitor Count

Pinned
Loading
  1. topic-classificationtopic-classificationPublic
    
This project implements a semi-supervised approach to classify UN speeches. Utilized BERT, Gensim, Node2Vec and Tensorflow

    Python
2

1

  2. ArcticEcologySimulationArcticEcologySimulationPublic
    
This project aims at developing an agent-based model which simulates the life of arctic species. The system will start with two agents, namely the Polar Bear and the Ringed Seal. The system will si…

    Python
5

2

  3. Human-CountingHuman-CountingPublic
    
Project to create a web app that detects and counts humans in images and videos. Currently experimenting with 2 ML models: Pointrend (ResNet backbone) & OpenCV's HOG descriptor

    Python
2

1

  4. EricssonSummerInternshipEricssonSummerInternshipPublic
    
Analyzing effect of COVID-19 on Telecom services. An automated code to analyze data from CCN, OCC and Roaming Servers. Output displayed as Bar Graphs for easy analysis.

    Jupyter Notebook
  5. yash2108.github.ioyash2108.github.ioPublic
    
Welcome to my Digital Portfolio! This repository is home to my website hosted on GitHub. Feel free to explore!

    CSS
1

  6. HR-AnalyticsHR-AnalyticsPublic
    
This project aims at classifying the profiles of the candidates to determine their likeliness to switch jobs based on a candidates demographics and job profile.

    Jupyter Notebook
1


, '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 Yash2108's full-sized avatar
13
followers
 · 8
following


Block or report Yash2108

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Yash2108/README.md
👉 About Me:
Hi, I'm a machine learning engineer who likes building useful things with data. Most of my work has been around NLP, LLMs, statistical modeling, and data pipelines, but I'm always happy to wander into a new problem if it looks interesting.
I'm currently studying Quantitative Finance at the University of Manchester and am especially interested in where machine learning, statistics, and finance come together. Always learning, always building.
🌐 Socials:
LinkedinInstagramPorfolio WebsiteKaggle
🖥️ Tech Stack:
PythonJavaMATLABCC++DartROpenCVSciPyscikit-learnTensorFlowKerasNumPyMatplotlibPandasnltkPyTorchHTML5CSS3JavaScriptjQueryFlutterBootstrapDjangoDockerGitMySQLMongoDBPostgresOracle
🏅 Github Stats
GitHub StatsGitHub Stats
👤 Visitor Count
Visitor Count

Pinned
Loading
  1. topic-classificationtopic-classificationPublic
    
This project implements a semi-supervised approach to classify UN speeches. Utilized BERT, Gensim, Node2Vec and Tensorflow

    Python
2

1

  2. ArcticEcologySimulationArcticEcologySimulationPublic
    
This project aims at developing an agent-based model which simulates the life of arctic species. The system will start with two agents, namely the Polar Bear and the Ringed Seal. The system will si…

    Python
5

2

  3. Human-CountingHuman-CountingPublic
    
Project to create a web app that detects and counts humans in images and videos. Currently experimenting with 2 ML models: Pointrend (ResNet backbone) & OpenCV's HOG descriptor

    Python
2

1

  4. EricssonSummerInternshipEricssonSummerInternshipPublic
    
Analyzing effect of COVID-19 on Telecom services. An automated code to analyze data from CCN, OCC and Roaming Servers. Output displayed as Bar Graphs for easy analysis.

    Jupyter Notebook
  5. yash2108.github.ioyash2108.github.ioPublic
    
Welcome to my Digital Portfolio! This repository is home to my website hosted on GitHub. Feel free to explore!

    CSS
1

  6. HR-AnalyticsHR-AnalyticsPublic
    
This project aims at classifying the profiles of the candidates to determine their likeliness to switch jobs based on a candidates demographics and job profile.

    Jupyter Notebook
1


, '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 Yash2108's full-sized avatar
13
followers
 · 8
following


Block or report Yash2108

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Learn more about blocking users.


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Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

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Yash2108/README.md
👉 About Me:
Hi, I'm a machine learning engineer who likes building useful things with data. Most of my work has been around NLP, LLMs, statistical modeling, and data pipelines, but I'm always happy to wander into a new problem if it looks interesting.
I'm currently studying Quantitative Finance at the University of Manchester and am especially interested in where machine learning, statistics, and finance come together. Always learning, always building.
🌐 Socials:
LinkedinInstagramPorfolio WebsiteKaggle
🖥️ Tech Stack:
PythonJavaMATLABCC++DartROpenCVSciPyscikit-learnTensorFlowKerasNumPyMatplotlibPandasnltkPyTorchHTML5CSS3JavaScriptjQueryFlutterBootstrapDjangoDockerGitMySQLMongoDBPostgresOracle
🏅 Github Stats
GitHub StatsGitHub Stats
👤 Visitor Count
Visitor Count

Pinned
Loading
  1. topic-classificationtopic-classificationPublic
    
This project implements a semi-supervised approach to classify UN speeches. Utilized BERT, Gensim, Node2Vec and Tensorflow

    Python
2

1

  2. ArcticEcologySimulationArcticEcologySimulationPublic
    
This project aims at developing an agent-based model which simulates the life of arctic species. The system will start with two agents, namely the Polar Bear and the Ringed Seal. The system will si…

    Python
5

2

  3. Human-CountingHuman-CountingPublic
    
Project to create a web app that detects and counts humans in images and videos. Currently experimenting with 2 ML models: Pointrend (ResNet backbone) & OpenCV's HOG descriptor

    Python
2

1

  4. EricssonSummerInternshipEricssonSummerInternshipPublic
    
Analyzing effect of COVID-19 on Telecom services. An automated code to analyze data from CCN, OCC and Roaming Servers. Output displayed as Bar Graphs for easy analysis.

    Jupyter Notebook
  5. yash2108.github.ioyash2108.github.ioPublic
    
Welcome to my Digital Portfolio! This repository is home to my website hosted on GitHub. Feel free to explore!

    CSS
1

  6. HR-AnalyticsHR-AnalyticsPublic
    
This project aims at classifying the profiles of the candidates to determine their likeliness to switch jobs based on a candidates demographics and job profile.

    Jupyter Notebook
1


, '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 Yash2108's full-sized avatar
13
followers
 · 8
following


Block or report Yash2108

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Learn more about blocking users.


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Yash2108/README.md
👉 About Me:
Hi, I'm a machine learning engineer who likes building useful things with data. Most of my work has been around NLP, LLMs, statistical modeling, and data pipelines, but I'm always happy to wander into a new problem if it looks interesting.
I'm currently studying Quantitative Finance at the University of Manchester and am especially interested in where machine learning, statistics, and finance come together. Always learning, always building.
🌐 Socials:
LinkedinInstagramPorfolio WebsiteKaggle
🖥️ Tech Stack:
PythonJavaMATLABCC++DartROpenCVSciPyscikit-learnTensorFlowKerasNumPyMatplotlibPandasnltkPyTorchHTML5CSS3JavaScriptjQueryFlutterBootstrapDjangoDockerGitMySQLMongoDBPostgresOracle
🏅 Github Stats
GitHub StatsGitHub Stats
👤 Visitor Count
Visitor Count

Pinned
Loading
  1. topic-classificationtopic-classificationPublic
    
This project implements a semi-supervised approach to classify UN speeches. Utilized BERT, Gensim, Node2Vec and Tensorflow

    Python
2

1

  2. ArcticEcologySimulationArcticEcologySimulationPublic
    
This project aims at developing an agent-based model which simulates the life of arctic species. The system will start with two agents, namely the Polar Bear and the Ringed Seal. The system will si…

    Python
5

2

  3. Human-CountingHuman-CountingPublic
    
Project to create a web app that detects and counts humans in images and videos. Currently experimenting with 2 ML models: Pointrend (ResNet backbone) & OpenCV's HOG descriptor

    Python
2

1

  4. EricssonSummerInternshipEricssonSummerInternshipPublic
    
Analyzing effect of COVID-19 on Telecom services. An automated code to analyze data from CCN, OCC and Roaming Servers. Output displayed as Bar Graphs for easy analysis.

    Jupyter Notebook
  5. yash2108.github.ioyash2108.github.ioPublic
    
Welcome to my Digital Portfolio! This repository is home to my website hosted on GitHub. Feel free to explore!

    CSS
1

  6. HR-AnalyticsHR-AnalyticsPublic
    
This project aims at classifying the profiles of the candidates to determine their likeliness to switch jobs based on a candidates demographics and job profile.

    Jupyter Notebook
1


, '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 Yash2108's full-sized avatar
13
followers
 · 8
following


Block or report Yash2108

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Learn more about blocking users.


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Yash2108/README.md
👉 About Me:
Hi, I'm a machine learning engineer who likes building useful things with data. Most of my work has been around NLP, LLMs, statistical modeling, and data pipelines, but I'm always happy to wander into a new problem if it looks interesting.
I'm currently studying Quantitative Finance at the University of Manchester and am especially interested in where machine learning, statistics, and finance come together. Always learning, always building.
🌐 Socials:
LinkedinInstagramPorfolio WebsiteKaggle
🖥️ Tech Stack:
PythonJavaMATLABCC++DartROpenCVSciPyscikit-learnTensorFlowKerasNumPyMatplotlibPandasnltkPyTorchHTML5CSS3JavaScriptjQueryFlutterBootstrapDjangoDockerGitMySQLMongoDBPostgresOracle
🏅 Github Stats
GitHub StatsGitHub Stats
👤 Visitor Count
Visitor Count

Pinned
Loading
  1. topic-classificationtopic-classificationPublic
    
This project implements a semi-supervised approach to classify UN speeches. Utilized BERT, Gensim, Node2Vec and Tensorflow

    Python
2

1

  2. ArcticEcologySimulationArcticEcologySimulationPublic
    
This project aims at developing an agent-based model which simulates the life of arctic species. The system will start with two agents, namely the Polar Bear and the Ringed Seal. The system will si…

    Python
5

2

  3. Human-CountingHuman-CountingPublic
    
Project to create a web app that detects and counts humans in images and videos. Currently experimenting with 2 ML models: Pointrend (ResNet backbone) & OpenCV's HOG descriptor

    Python
2

1

  4. EricssonSummerInternshipEricssonSummerInternshipPublic
    
Analyzing effect of COVID-19 on Telecom services. An automated code to analyze data from CCN, OCC and Roaming Servers. Output displayed as Bar Graphs for easy analysis.

    Jupyter Notebook
  5. yash2108.github.ioyash2108.github.ioPublic
    
Welcome to my Digital Portfolio! This repository is home to my website hosted on GitHub. Feel free to explore!

    CSS
1

  6. HR-AnalyticsHR-AnalyticsPublic
    
This project aims at classifying the profiles of the candidates to determine their likeliness to switch jobs based on a candidates demographics and job profile.

    Jupyter Notebook
1


, '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); }
})();
})();

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Yash2108/README.md
👉 About Me:
Hi, I'm a machine learning engineer who likes building useful things with data. Most of my work has been around NLP, LLMs, statistical modeling, and data pipelines, but I'm always happy to wander into a new problem if it looks interesting.
I'm currently studying Quantitative Finance at the University of Manchester and am especially interested in where machine learning, statistics, and finance come together. Always learning, always building.
🌐 Socials:
LinkedinInstagramPorfolio WebsiteKaggle
🖥️ Tech Stack:
PythonJavaMATLABCC++DartROpenCVSciPyscikit-learnTensorFlowKerasNumPyMatplotlibPandasnltkPyTorchHTML5CSS3JavaScriptjQueryFlutterBootstrapDjangoDockerGitMySQLMongoDBPostgresOracle
🏅 Github Stats
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