Python & AI Systems Engineering

FastAPI Backend Engineering

Production FastAPI backends for AI products, integrations, and data-heavy applications.

API-first architecture with Pydantic contracts, validation, authentication, and persistence

Async REST/WebSocket services with PostgreSQL, Redis, and SQLAlchemy

Retries, idempotency, structured errors, observability, and deployable Docker boundaries

When I'm a good fit

Strongest when an AI prototype or workflow needs to become a dependable backend service.

I focus on production behavior: explicit interfaces, state and persistence, bounded model calls, reliability, cost, and deployability. I am usually not the best fit for frontend-only work or isolated prompt-writing tasks.

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