I build automation that runs unattended in production — not demos. Background in fintech, self-hosted infrastructure, and AI-assisted development.
Core Skills
~ n8n workflows + Python (FastAPI) backends
~ REST APIs, webhooks, OAuth2 integrations
~ PostgreSQL (incl. pgvector for AI retrieval)
~ Idempotent automation design (no duplicate actions on retry)
~ Error handling, monitoring, and alerting for unattended systems
Selected Experience
~ Loan management platform: designed full domain model — borrowers, ledgers, audit trails, human-approval queues for AI-surfaced actions
~ Self-hosted automation stack: Docker, network segmentation, hardened containers, documented backup/update procedures
~ AWS billing automation: saved 2-3 hrs/week per tea-----------mber previously spent manually checking spend
~ Monitoring aggregator (AWS + Cloudflare): saved 3-5 hrs/week of manual checking
~ AWS Synthetics canaries: automated production health monitoring
~ ----------- + Notion automation: webhook-driven with polling fallback for reliability
Also Worked With
GoHighLevel CRM · Grafana · AWS CloudWatch · Google Sheets/Apps Script · Claude/OpenAI/Gemini/Qoder
How I Work
Design for failure first — retries, alerts, and audit trails built in, not bolted on
Document everything so you're never locked into needing me
I say what I haven't built yet rather than overselling
