03Agentic Tutor
InternalSocratic agentic tutor with broad tool-calling capabilities, from educational video generation to personalized learning experiences, with context grounding, HIL review, feedback loops, and escalation.
AI Product & Service Design / Human-AI Workflows / Agentic Systems
UbeytDemir
I turn complex human-AI workflows into clear, usable products.
01 / About
The builder.
I design human-AI products and services end to end, from understanding user needs and shaping interactions and workflows through rapid prototyping, engineering, and delivery. At EPICODE, I lead AI-powered learning products and agentic experiences, using my engineering background to turn complex concepts into useful, reliable products.
Download CV01Agentic systems
Agent harnesses, tool calling, semantic indexing, MCP, and context grounding.
02Agentic workflows
Human-in-the-loop review, feedback, escalation, transparency, and control.
03Product & service design
From user needs and problem framing through interaction design, rapid prototyping, validation, design systems, and delivery with Figma Make, Claude Code, Codex, and v0.
04Stakeholder leadership
Stakeholder alignment and cross-functional collaboration across product, learning, design, business, and engineering, from strategy through delivery.
02 / Selected work
Built.
01OpenPanel MCP
MCP server for the open-source OpenPanel analytics platform. It gives LLMs and agents tools to track events, manage user profiles, and query analytics data.
02Fihrist
GEO/AEO and AI visibility platform that benchmarks how brands appear in AI answer engines, finds competitor, source, content, and technical gaps, then turns them into prioritized actions.
04LMS (Internal)
InternalCore digital learning platform serving EPICODE's B2B, B2C, and university programs across complex learning workflows, integrations, and reliable platform operations.
05Microlearn
B2B microlearning platform for focused workforce learning experiences, combining content delivery, analytics, authoring, platform capabilities, and AI-assisted experiences.
06Hiring Platform
InternalProduct supporting talent and employer workflows, from workflow definition and integrations through reliable platform execution.
03 / Experience
Track record.
EPICODEHead of Technology
Lead cross-functional work across AI-powered learning products, turning user and learning needs into agentic workflows with tool calling, context grounding, HIL review, feedback loops, and escalation, then carrying them through prototyping and delivery.
EPICODESoftware Engineer
Bridged legacy and new systems, handled integrations, supported platform modernization, and built a serverless exam system.
SibillFull Stack Developer
Built across data-intensive pipelines and open banking APIs through backend services, frontend product experiences, and AWS infrastructure.
onedocsFull Stack Developer
Worked across platform infrastructure and UI/UX, building legal document creation, generation APIs, and multi-format conversion services.