01PORTFOLIO — 2026

UTKU ÇAĞLAR

Full-Stack Developer & AI Systems Engineer

SCROLL — THE CAMERA IS YOURS
0+ Assets Monitored Across Live Markets
0 PayTR + Iyzico Payment Flows Shipped to Production
0% Reduction in End-to-End Insight Refresh Time
00% Precision & Recall Across ERP Module Recommendations

02WHAT I DO

  1. Full-Stack Development

    I don’t stop at the interface. The work isn’t done until the API, data, and payment flow work too.

    • ARCHITECTUREsocket to pixel: 4 roles, one database
    • INTEGRATIONPayTR payments signed in an edge function
    • MEASUREMENT6 developers, one Postgres, 5 × 2-week sprints
  2. AI Agent Engineering

    A chatbot that answers well is the easy part. I want the agent to find context, touch the system, and check the result.

    • ARCHITECTUREadvice → XML-RPC → live Odoo 19
    • INTEGRATIONOdoo 19 · GPT-4o-mini · Iyzico
    • MEASUREMENTprecision/recall 0.60–0.70 → 0.85–0.95, 15 regression tests
  3. Product & Backend Architecture

    Feeds drop, callbacks arrive late, and jobs stop halfway. I design as if none of that is exceptional.

    • ARCHITECTUREcache first: 60s TTL, 24h stale copy
    • INTEGRATIONthree feeds, one precedence rule; failed LLM → Redis retry (max 2)
    • MEASUREMENTinsight refresh 15s → 3s, ~14ms NLP per article

03FLAGSHIP — CASE 001

TRADESCOPE

A real-time market intelligence platform fusing live price feeds, NLP-driven news sentiment, and LLM-powered AI insights across 700+ assets.

Binance + TradingView WSRedisFinBERT / BERTurk NLPGemini / GPT-4o fusion

  • 700+ Assets
  • Real-Time NLP
  • AI Insight Engine
  • BIST Event-Study Model
READ THE STORY

04SELECTED WORK

MORE OF WHAT I BUILD

05NEXT

LET'S BUILD SOMETHING INTELLIGENT