- Bengaluru,Karnataka
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12:34
(UTC +05:30) - https://aman-24052001.github.io/Portfolio-aman/
- in/aman-kumar-0863351b4
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market-analysis-wizard
market-analysis-wizard PublicMulti-agent market intelligence tool — LangGraph 6-node pipeline, real-time SSE streaming, TAM/SAM/SOM, competitor analysis, SWOT. FastAPI + Claude + Tavily.
Python 1
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Know-Your-Website
Know-Your-Website PublicAutonomous web security audit agent — 7 inspection modules, real-time SSE streaming, LLM-synthesised report. FastAPI + React.
Python 1
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macro-regime
macro-regime Public3-state Gaussian HMM on FRED macro data → dynamic ETF rotation (SPY/TLT/GLD/LQD/HYG/BIL). OOS 2006–2026: Sharpe 0.937 vs SPY 0.760, Max DD -21% vs -51%. GFC: +3.4% vs -46%.
Python
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mmr-retrieval-lab
mmr-retrieval-lab PublicMaximal Marginal Relevance for RAG: vectorized implementation, measured relevance/diversity tradeoffs, lambda sweep, and an interactive neo-brutalist demo.
Python
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Talk-to-DB
Talk-to-DB PublicProduction-grade NL-to-SQL agentic service — dual-layer security with sqlglot AST firewall and read-only DB sessions. FastAPI + Anthropic SDK + SQLAlchemy. Zero LangChain dependency.
Python
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RAGForge
RAGForge PublicProduction RAG system — C++ HNSW+BM25+MMR engine, pybind11, FastAPI, GitHub Pages UI
HTML
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