AI Agent Architect · Building production agentic systems that make real decisions
I design and ship AI-powered platforms that go beyond chatbots — multi-agent systems with tool use, streaming, retrieval-augmented generation, and predictive intelligence. My work focuses on turning Claude and other LLMs into reliable, production-grade agents that operate on real data and drive real outcomes.
Agentic AI Architecture — A production agentic AI system for federal opportunity intelligence. Features a 27-tool agent loop with SSE streaming, CRAG (Corrective RAG), predictive ML models, and a real-time executive briefing room. Production-deployed on AWS serving live users.
| Project | What It Does | Stack |
|---|---|---|
| Agentic AI Architecture | Production agentic intelligence platform with tool dispatch, streaming, and predictive analytics | Python · FastAPI · Claude API · PostgreSQL · AWS |
| Automated Application Creation | Automated state & local government contract discovery — scrapes opportunities, classifies with AI, generates full RFP application packages | Python · Scrapy · Claude API · PostgreSQL |
| Contractor CRM Platform | Contractor CRM and website management — AI-powered site generation, invoicing, client management, and proposal workflows | HTML · JavaScript · AWS · Serverless |
| ResFol.io | AI-powered website resume and portfolio generator with multi-tenant architecture | HTML · AWS Bedrock · OpenSearch |
| State Contract RFP Demo | AI-powered state contract RFP response demo with voice interaction and real-time risk analysis across 9 criminogenic domains | TypeScript · Voice AI · Real-time Analysis |
- Agentic AI Systems — Multi-tool agent loops, not simple prompt-to-response
- Production Deployment — Docker, CI/CD, health checks, monitoring — systems that run 24/7
- Predictive Intelligence — ML models (XGBoost, Bayesian) layered on top of LLM analysis
- RAG & Retrieval — Vector search, CRAG patterns, document analysis pipelines
- Streaming Architecture — SSE, real-time updates, progressive rendering for AI outputs