AI Engineer
Burak Emre Tüylüoğlu
Open to new roles — most recently AI Engineer at CodLab AI, through Jul 2026.
I build AI systems that run in production — retrieval at scale, agentic pipelines, and the unglamorous work of keeping them reliable.
- articles — pipeline architected toward
- 85M+
- accuracy · 200-case benchmark
- ~92%
- full-pipeline runtime · 2.5M records
- ~4h → ~2h
What I build
Entity resolution at scale
85M+ articles · ~92% accuracy
Pipelines made twice as fast
~4h → ~2h · O(N²) → O(N)
Retrieval and agentic systems
RAG · GraphRAG · LangGraph · MCP
Demos
Everything here runs in your browser — no API calls, nothing leaves the page.
01
client-side · no API · works offline
Disambiguation playground
Two author records walk the ladder — one level can stop everything.
Open →
02
client-side · BM25 vs embeddings vs hybrid
Keyword vs semantic retrieval
One query, three rankings — where keyword search wins, where embeddings win, and what fusion recovers.
Open →
03
recorded + simulated traces · step-by-step
Agentic trace viewer
Replay an agent loop — tool choices, retrieval hits, where time and tokens go.
Open →
04
client-side · onnxruntime-web · webcam
Object detection in the browser
Upload an image or use your webcam — YOLOX-Nano draws the boxes and shows the inference time.
Open →
Recently
- CodLab AIFeb 2025 – Jul 2026
- Mitsubishi ElectricSep – Nov 2024
- DIATICSMay – Sep 2024