Projects
Finance Research Agent
An AI agent that autonomously researches stocks by combining real-time market data, semantic search over SEC 10-K filings (RAG), and web research via a specialized subagent.
Claude Agent SDK
RAG
MCP
Pinecone
Python
- 10 custom MCP tools — 6 finance data + 3 search modes (naive, hybrid, agentic) + SEC filing search
- RAG pipeline — 4,575 SEC filing chunks in Pinecone serverless, section-aware chunking, local embeddings, metadata-filtered retrieval
- 3 search modes — naive vector (simple), hybrid (vector + keyword), agentic (multi-step decomposition). Agent chooses the right mode autonomously.
- Multi-agent — research subagent delegates web search to a separate context
- ~700 lines of Python, 3 dependencies
Automated Trading Platform
Systematic trading system with multi-factor stock scoring, regime detection, AI-powered thesis generation, and automated order deployment with human-in-the-loop approval.
Python
Claude API
SQLite
- 5-pillar factor model — valuation, quality, momentum, risk, forward-looking with walk-forward validation
- Regime scoring — adjusts positioning based on macro conditions
- Narrative risk overlay — maps portfolio exposure to macro themes
- SEC EDGAR pipeline — pulls 10-K filings, extracts key sections, feeds AI analysis
- Automated deployment — AI generates pitches → quality gate → order sheet → human approval → execution
Private repo — available for discussion in interviews
Health Analytics Platform
Local-first health system integrating Apple Health data with AI-powered journaling, habit tracking, and weekly reviews. All data stays on-device.
Python
SQLite
Claude Code
- Apple Health ingestion — workouts, heart rate, sleep, activity metrics
- AI-powered briefings — morning/evening/weekly reviews synthesizing health data with journaling
- Habit tracking — 7 categories with streak monitoring and trend analysis
- Privacy-first — all data local, no cloud services, no syncing
Private repo — architecture available for discussion
Interactive Learning Knowledge Base
49-guide knowledge base covering system design, data structures, AI engineering, security, nutrition, and more. Built as self-contained HTML with dark theme and interactive features.
Python
HTML/CSS/JS
- 49 guides — from options pricing math to Claude Code anti-patterns
- Interactive features — skill trackers, cost calculators, streak counters
- Automated sidebar — Python script manages navigation across all pages
- Topics span — tech fundamentals, life optimization, tools & workflows
Private — selected guides available for sharing
