Full-stack software engineer / applied AI developer
I build the practical scaffolding that makes AI useful: multi-agent orchestration, hybrid inference routing, structured extraction pipelines, durable state, and human-in-the-loop workflows grounded in real user needs.
Featured case study
The portfolio centers on independent R&D projects from an applied AI sabbatical: practical systems for orchestrating agents, routing inference, validating outputs, and moving AI prototypes toward production.
Project 01 / Featured
Built an autonomous team to crawl, parse, and structure market intelligence while preserving state across long-running tasks. The system pairs Python workers, SQLite persistence, and human-in-the-loop terminal gates so high-stakes data can be reviewed before database commits.
Portfolio
Each case study maps a system problem to implementation choices, stack, and evidence from the technical brief.
Project 01
Autonomous market-intelligence workers with durable memory, structured ETL, and review gates for database commits.
Project 02
Routing architecture for the hallucination-versus-latency tradeoff across cloud reasoning, local verification, and fast formatting.
Project 03
In-progress vector infrastructure collaboration stress-testing embedding implementations for domain-specific RAG accuracy.
Project 04
Multi-agent workflow orchestrator for complex tasks, subagent evaluation/testing, and mandatory validation handoffs.
Project 05
AI personality-alignment prototype moving from Google AI Studio into Firebase, Cloud Firestore, and typed Python endpoints.
Resume
Resume highlights focused on applied AI, production web systems, cross-functional delivery, and measurable impact.
Built multi-agent orchestration, hybrid inference routing, Python ETL pipelines, SQLite state management, and HITL approvals.
Built a centralized design component library, developed Cypress E2E testing, and supported audits that raised compliance by 30%.
Shipped React/TypeScript and GraphQL-backed features for data platforms serving 50,000+ clients and 11M+ annual users.
Skills evidence