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Tyler Brown
Mid-level Forward-Deployed AI Engineer specializing in LLM automation for financial services
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About
Solo builder who created a real-time AI call coaching product for sales reps in just 18 days, spanning 29 stateless edge functions, 157 SQL migrations, and ~72k lines of TypeScript. They combine strong full-stack engineering with sharp product instincts, using direct user feedback and SQL-driven observability to iterate quickly and win early paying customers without marketing.
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Key Strengths
- Built an end-to-end real-time call coaching platform solo in 18 days
- Strong full-stack ownership across React/TypeScript, edge backend, and Postgres
- Cross-layer debugging of WebSocket, database, agent-routing, and frontend performance issues
- Pragmatic performance focus on sub-2-second live feedback latency
- Designed reusable agent primitive that scaled to 8 specialists
- Implemented secure multi-tenant architecture with Postgres RLS
- Shipped quickly under ambiguity by prioritizing smallest viable increment
- Hands-on product intuition from direct user observation and session-log analysis
- Reliability-minded design using dead letter queues for Stripe webhook retries
- Early product traction with paying users in first month and no marketing
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