Dogukan Bektas

I’ve shipped two production AI systems that are live today: GoatScout, an AI football player scouting platform, and Diabetia, a full-stack diabetes tracker with Groq-powered meal analysis.

I combine a deep Python/AI stack with 4+ years of backend engineering across Python and Node.js—so I can take ideas from architecture to reliable production behavior.

I design RAG architectures and vector search pipelines, then wrap them into automated LLM workflows that support real business processes. I focus on deterministic, structured outputs where accuracy matters, and I build containerized cloud deployments that actually run within tight resource constraints.

In my recent work at Valutek Inc., I built LLM automation and RAG pipelines that reduce manual review time and speed up support workflows. Earlier roles strengthened my ability to deliver on tight timelines through Node.js backend services, API/webhook integrations, testing, and maintainable system documentation.