Project Portfolio

Fintech investment intelligence

Built a financial intelligence platform that uses LLMs to analyze market data, generate investment insights, and automate portfolio reporting. Integrated Anthropic APIs with PostgreSQL for persistent knowledge storage.

45K LOC · Python + Anthropic + PostgreSQL

• Automated daily market analysis across 500+ equities
• Reduced investment research time by 80% with AI-generated briefs
• Built custom LangGraph pipelines for multi-step financial reasoning

Agentic social CRM

Developed an AI-powered CRM that uses Claude agents to enrich contacts, draft personalized outreach, and manage social relationships. Pioneered early agent-framework patterns with structured tool use.

35.7K LOC · Next.js + Claude AI Agents

• Managed 10K+ contacts with AI-enriched profiles
• Automated outreach generation with context-aware personalization
• Integrated multi-channel social data into unified contact graph

Strategic intelligence & benchmarks

Created a knowledge management platform with interactive D3.js visualizations for mapping research domains, benchmarking AI models, and surfacing strategic insights from large document corpora.

81.7K LOC · Next.js + D3.js + React

• Visualized 2,000+ interconnected research nodes with D3.js force graphs
• Built interactive benchmark dashboards for AI model comparison
• Processed 500+ research papers into structured knowledge graphs

Visual agent testing platform

Designed a desktop application for visually building, testing, and debugging AI agent workflows. Used Tauri for native performance with a React frontend and Pydantic-validated agent schemas.

473 tests · React + TypeScript + Tauri

• Created visual drag-and-drop agent workflow builder
• Achieved 473 tests with comprehensive agent behavior coverage
• Implemented MCP protocol support for standardized agent communication

Analytics & data visualization

Built an interactive canvas-based analytics platform with React Flow for node-based data pipelines and Zustand for performant state management. Focused on real-time data visualization and exploration.

28.4K LOC · React + TypeScript

• Rendered complex data pipelines with 100+ connected nodes
• Built real-time analytics dashboards with sub-100ms updates
• Designed extensible plugin system for custom visualization widgets

Grounded AI research assistant

Developed an autonomous research agent that breaks complex questions into sub-queries, searches multiple sources, synthesizes findings, and generates cited research reports with LangGraph orchestration.

36 blueprints · Python + LangGraph + Vue

• Generated 36 research blueprints with full source citations
• Implemented multi-hop reasoning across diverse knowledge sources
• Built Vue-based interface for interactive research exploration

AI browsing companion

Created a browser extension that brings AI assistance directly into the browsing experience. Supports multiple LLM providers (Anthropic, OpenAI, Gemini) for page summarization, Q&A, and content extraction.

21.9K LOC · Browser extension + multi-provider LLM

• Shipped cross-browser extension with 3 LLM provider integrations
• Built intelligent page context extraction for grounded responses
• Implemented streaming responses with real-time markdown rendering

CLI workflow automation

Built a terminal-native AI assistant that orchestrates CLI workflows across multiple LLM providers. Supports Anthropic, OpenAI, Gemini, and local Ollama models with unified command interface.

15K LOC · Anthropic + OpenAI + Gemini + Ollama

• Unified 4 LLM providers under a single CLI interface
• Automated complex multi-step terminal workflows
• Implemented local-first model support via Ollama integration