Efe Cem Bardakoglu
AI Engineer · Founder of MatchupWise
Based in Germany
I build and ship AI products end to end, on my own: agent runtimes and evaluation harnesses, multi provider LLM orchestration, FastAPI and PostgreSQL on the backend, Next.js and TypeScript on the front, native mobile builds on top.
MatchupWise came out of the job hunt itself. Every article on this blog is written against the same problem the product solves: what an applicant tracking system actually reads, what a recruiter skims in seconds, and what a candidate can change about either one.
What I build
A multilingual AI career platform: ATS scanner, CV builder, job matching, interview simulation with scoring, cover letters, salary coach, career tree and learning roadmaps. Designed, built and operated solo, on the web and on iOS.
Hospitality software: QR menus, ordering, reservations, point of sale and hotel front desk, for restaurants, cafes and hotels.
agentloop, a minimal LLM agent framework with a built-in eval harness. ragloop, hybrid retrieval with an evaluation harness. ue5-mcp-server, an MCP server running inside the Unreal Engine 5 editor.
Elsewhere
Written in Turkish as Efe Cem Bardakoğlu. Reachable at bardakogluefecem@gmail.com.