Python & AI Systems Engineering

API Automation & Integrations

Multi-service automation with explicit contracts, state, retries, and approval points.

REST APIs, webhooks, scheduled jobs, queues, and event-driven workflows

Idempotent processing, signatures/authentication, retries, dead-letter handling, and audit trails

LLM-assisted research or classification embedded inside deterministic business workflows

When I'm a good fit

Useful for lead intelligence, outreach, publishing, operations, and other workflows spanning multiple external systems.

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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