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AshayK003/README.md

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


πŸš€ Featured Projects

Click to expand/collapse
Project Description Stack
πŸ“Š NSE Portfolio Risk Scanner Institutional-grade VaR 95/99, Sharpe, Sortino, Monte Carlo (10K), HMM regime detection, HRP optimization, stress testing. 355 tests, 90% coverage. Deployed on Streamlit Cloud. Streamlit Python Risk Analytics
πŸ“ˆ NSE Sentiment Analyzer Live NSE price + multi-source news sentiment (9+ RSS, 500+ aliases). Bayesian blending, VADER, technical overlays. 10β˜…, 109 tests, AGPL v3, fully free. Streamlit Python NLP Finance
🏦 FII/DII Dashboard Daily institutional flow tracking from NSE India. Trend charts, FII vs DII comparison, rolling averages, Nifty 50 overlay. 5 forks, daily Telegram cron. Streamlit Python nsepython
πŸ›‘οΈ BreachAlpha Quantify data breach financial impact β€” event study methodology + XGBoost risk scoring. CLI, web dashboard, API for CISO board reporting. Deployed on Render (Docker), 144 tests. FastAPI React Python Docker
🌍 DeltaGrid Paris Agreement NDC progress tracker across 200+ countries. Green scoring, gap analysis, interactive choropleth maps. Deployed on Streamlit Cloud. Streamlit Python Climate
πŸ§ͺ DataSmith Free synthetic dataset generator with a real moat β€” Schema Knowledge Graph (crawls real schemas), Domain Imperfection Fingerprints (realistic noise), Community Schema Library (network effects). AGPL v3. Python Streamlit SDV NumPy
πŸ“„ pdf-studio Three 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. Python ReportLab
πŸ”¬ CausalLens Did that policy actually work? Causal inference for time series β€” ARIMA, Bayesian STS, Diff-in-Diff, Synthetic Control. Counterfactual charts + PDF reports. Streamlit Python Causal Inference
πŸ” DiffIQ BSE filing difference analysis β€” downloads board meeting outcomes/annual reports, extracts text via pypdf, diffs side-by-side. Streamlit dashboard with historical tracking. Streamlit Python NLP
πŸ† Hackathon Problem Statements 36 real-world problems across Global South AI, US Civic Tech, Rapid Prototypes. Each with datasets, papers, MVP timelines. 7β˜…, 1 fork. Markdown Research
πŸ‘οΈ PriceSentinel Monitor competitor pricing pages. Chrome extension (WXT + Preact) + FastAPI backend, local-first architecture. Zero infrastructure β€” no Redis, Celery, or SendGrid. WXT Preact FastAPI

πŸ“ˆ GitHub Stats


πŸ”οΈ 3D Contribution Graph

3D Contribution Graph


🀝 Open Source Contributions

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

  • MyFinances β€” 4 merged βœ…: dead code removal, BotoSchedule status field fix, RandomCode rename, month overflow fix, invoice dropdown overflow fix
  • Issue-Finder β€” 6 merged βœ…: request timeout & rate-limit handling, token warning, test harness, CLI arguments, query dedup, query config
  • scrapit β€” 5 open PRs: config refactor, async client sharing, helper extraction, data integrity fixes
  • bharatrag β€” 5 merged βœ…: input validation, CI cleanup, dependency reduction, CONTRIBUTING.md
  • cohors β€” 5 merged βœ…: cache eviction, parallel search, git error types, allow-open gate, broken-pipe handling
  • loop-engineering β€” 3 closed (unmerged): examples index, QUICKSTART section, starters table row
  • calibre-web β€” 2 open PRs: mobile infinite scroll fix, User-Agent crash fix
  • cht-core β€” 1 open PR: TASK/TARGET/USER_SETTINGS constants to shared DOC_TYPES
  • good-first-issues β€” 1 open PR: JSON/CSV output format flag
  • reactivesearch β€” 1 open PR: ErrorBoundary null callback fix
  • falcon β€” 1 open PR: clarify headers param in redirect docs
  • good-first-issue β€” 1 open PR: Add 3 repos to directory
  • music-recommender β€” 1 open PR: fuzzy search, XSS fix, caching, tests

β˜• Support

If any of my projects help you build something meaningful:


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  1. hackathon-problem-statements hackathon-problem-statements Public

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

    7 1

  2. XadaptiveEDA XadaptiveEDA Public

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

    Python 1

  3. CausalLens CausalLens Public

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

    Python 1

  4. BreachAlpha BreachAlpha Public

    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. PACE PACE Public

    Ingest content from YouTube, PDFs, articles, audio & text β€” 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-analyzer nse-sentiment-analyzer Public

    NSE Stock Sentiment Analyzer β€” Enter any NSE ticker & get live price + news sentiment in one dashboard. Streamlit + yfinance + VADER.

    Python 11 6