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ubeyt demirUD
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ubeyt demir

@ubeytdemir

AI product and service designer at EPICODE, shaping a Socratic agentic tutor with tool calling and human review.

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At EPICODE, I design and ship a Socratic agentic tutor with tool-calling capabilities for educational video generation and personalized learning. It uses context grounding, human-in-the-loop review, feedback loops, and escalation.

I turn user, product, and learning needs into transparent human-AI services, defining workflow states, agent responsibilities, user actions, review stages, and control points. I partner across product, learning, design, business, and engineering to deliver work across the LMS, Microlearn, and Hiring Platform.

Before becoming Head of Technology, I was a Software Engineer at EPICODE, after joining Strive School before its merger into EPICODE. I bridged legacy and new systems, handled integrations, supported platform modernization, and built a serverless exam system while helping keep the learning platform stable through change.

My other product work includes helping build Sibill's fintech SaaS platform, working across open banking APIs and cash flow monitoring, and building a WYSIWYG legal contract editor at onedocs. I also built OpenPanel MCP, an MCP server that lets LLMs and agents work with analytics workflows.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

ET

EPICODE Institute of Technology

Full Stack Developer Program, Full Stack Development

2020 - 2020

Completed the Full Stack Developer Program at EPICODE Institute of Technology from April to October 2020.

Tech stack

Software and tools used professionally

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