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AshayK003/README.md

"The best tools should belong to everyone.
Open source is how we make that happen."


🚀 Featured Projects

Click to expand/collapse
ProjectDescriptionStack
📊 NSE Portfolio Risk ScannerInstitutional-grade VaR 95/99, Sharpe, Sortino, Monte Carlo (10K), HMM regime detection, HRP optimization, stress testing. 355 tests, 90% coverage. Deployed on Streamlit Cloud.StreamlitPythonRisk Analytics
📈 NSE Sentiment AnalyzerLive NSE price + multi-source news sentiment (9+ RSS, 500+ aliases). Bayesian blending, VADER, technical overlays. 10★, 109 tests, AGPL v3, fully free.StreamlitPythonNLPFinance
🏦 FII/DII DashboardDaily institutional flow tracking from NSE India. Trend charts, FII vs DII comparison, rolling averages, Nifty 50 overlay. 5 forks, daily Telegram cron.StreamlitPythonnsepython
🛡️ BreachAlphaQuantify data breach financial impact — event study methodology + XGBoost risk scoring. CLI, web dashboard, API for CISO board reporting. Deployed on Render (Docker), 144 tests.FastAPIReactPythonDocker
🌍 DeltaGridParis Agreement NDC progress tracker across 200+ countries. Green scoring, gap analysis, interactive choropleth maps. Deployed on Streamlit Cloud.StreamlitPythonClimate
🧪 DataSmithFree synthetic dataset generator with a real moat — Schema Knowledge Graph (crawls real schemas), Domain Imperfection Fingerprints (realistic noise), Community Schema Library (network effects). AGPL v3.PythonStreamlitSDVNumPy
📄 pdf-studioThree lines of code for a PDF with a table, a chart, and a header. ReportLab backend, 3 bundled fonts (Inter, Lora, JetBrains Mono), two-pass rendering for page numbers.PythonReportLab
🔬 CausalLensDid that policy actually work? Causal inference for time series — ARIMA, Bayesian STS, Diff-in-Diff, Synthetic Control. Counterfactual charts + PDF reports.StreamlitPythonCausal Inference
🔍 DiffIQBSE filing difference analysis — downloads board meeting outcomes/annual reports, extracts text via pypdf, diffs side-by-side. Streamlit dashboard with historical tracking.StreamlitPythonNLP
🏆 Hackathon Problem Statements36 real-world problems across Global South AI, US Civic Tech, Rapid Prototypes. Each with datasets, papers, MVP timelines. 7★, 1 fork.MarkdownResearch
👁️ PriceSentinelMonitor competitor pricing pages. Chrome extension (WXT + Preact) + FastAPI backend, local-first architecture. Zero infrastructure — no Redis, Celery, or SendGrid.WXTPreactFastAPI

📈 GitHub Stats


🏔️ 3D Contribution Graph

3D Contribution Graph


🤝 Open Source Contributions

Contributions across 13 open-source projects — bug fixes, feature additions, dependency cleanup, and CI improvements:

  • MyFinances4 merged ✅: dead code removal, BotoSchedule status field fix, RandomCode rename, month overflow fix, invoice dropdown overflow fix
  • Issue-Finder6 merged ✅: request timeout & rate-limit handling, token warning, test harness, CLI arguments, query dedup, query config
  • scrapit — 5 open PRs: config refactor, async client sharing, helper extraction, data integrity fixes
  • bharatrag5 merged ✅: input validation, CI cleanup, dependency reduction, CONTRIBUTING.md
  • cohors5 merged ✅: cache eviction, parallel search, git error types, allow-open gate, broken-pipe handling
  • loop-engineering — 3 closed (unmerged): examples index, QUICKSTART section, starters table row
  • calibre-web — 2 open PRs: mobile infinite scroll fix, User-Agent crash fix
  • cht-core — 1 open PR: TASK/TARGET/USER_SETTINGS constants to shared DOC_TYPES
  • good-first-issues — 1 open PR: JSON/CSV output format flag
  • reactivesearch — 1 open PR: ErrorBoundary null callback fix
  • falcon — 1 open PR: clarify headers param in redirect docs
  • good-first-issue — 1 open PR: Add 3 repos to directory
  • music-recommender — 1 open PR: fuzzy search, XSS fix, caching, tests

☕ Support

If any of my projects help you build something meaningful:


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  1. hackathon-problem-statementshackathon-problem-statementsPublic

    🏆 Real-world problem statements for hackathons & impact projects — curated, structured, and ready to build. 26 problems across 3 tracks: Global South AI, US Civic Tech, Rapid Prototypes.

    10 2

  2. XadaptiveEDAXadaptiveEDAPublic

    Adaptive exploratory data analysis that learns your preferences. Intelligent recommendations, Plotly charts, LLM insights, and natural language queries. Built with Streamlit.

    Python 2

  3. CausalLensCausalLensPublic

    Did that policy actually work? Causal inference for time series — ARIMA, Bayesian STS, Diff-in-Diff, Synthetic Control. Streamlit app with counterfactual charts and PDF reports.

    Python 1

  4. BreachAlphaBreachAlphaPublic

    Quantify the financial impact of data breaches. Event study methodology + XGBoost risk scoring. CLI, web dashboard, and API for cybersecurity and CISO board reporting.

    Python 3

  5. PACEPACEPublic

    Ingest content from YouTube, PDFs, articles, audio & text — AI-powered analysis with 10-section reports, 4 export formats (Markdown, PDF, EPUB, Obsidian). Built with Streamlit. BYOK + free tier LLM.

    Python

  6. nse-sentiment-analyzernse-sentiment-analyzerPublic

    NSE Stock Sentiment Analyzer — Enter any NSE ticker & get live price + news sentiment in one dashboard. Streamlit + yfinance + VADER. Try it: https://nse-sentiment-analyzer.streamlit.app/

    Python 10 6