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Dogukan BektasDB
Open to opportunities

Dogukan Bektas

@dogukanbektas

AI engineer shipping production RAG systems and full-stack AI products.

Turkey
Message

What I'm looking for

I’m looking to build production AI systems—RAG/vector search, LLM workflows, and full-stack AI features—where I can ship measurable impact, own architecture, and collaborate closely with product teams.

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.

Experience

Work history, roles, and key accomplishments

VI
Current

AI & Automation Developer

Valutek Inc

Sep 2023 - Present (2 years 9 months)

Built LLM-powered automation workflows integrating OpenAI and LangChain, reducing manual content review time for client teams. Implemented RAG pipelines to let AI agents query internal documents and improve client support query resolution speed.

Education

Degrees, certifications, and relevant coursework

Ondokuz Mayıs University logoOU

Ondokuz Mayıs University

Master of Science, Data Science

2023 - 2025

MSc in Data Science at Ondokuz Mayıs University from 2023 to 2025.

OU

Ondokuz Mayıs University

Bachelor's Degree, Economics

2015 - 2021

Bachelor's degree in Economics at Ondokuz Mayıs University from 2015 to 2021.

Universidad Católica de Ávila logoUV

Universidad Católica de Ávila

Erasmus+ Exchange Program, Computer Science & Business Administration

2018 - 2019

Erasmus+ study program in Computer Science & Business Administration at Universidad Católica de Ávila during 2018–2019.

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