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emrecengdev/README.md

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Emre Canik

Repositories LinkedIn Latest system

About

I build product-grade AI/ML systems and the interfaces around them.

My focus is not just training models. I care about the full chain: data flow, inference, reliability, UI, operator visibility, and how a technical system actually gets used in the real world.

That usually means one of these three directions:

  • computer vision and OCR pipelines
  • decision support products and BI copilots
  • full-stack systems where model output becomes an operational workflow

Focus pillars

Featured Systems

AICredit

AI destekli kredi risk operasyon ürünü. Risk scoring, simulator, analytics, dataset visibility ve karar akışını tek ürün altında topluyor.

Stack: Next.js · ONNX Runtime Web · Neon · Recharts

CoreInsight

Text-to-SQL ve BI copilot. Hybrid schema discovery, SQL guard, self-healing flow ve admin control center ile kurgulandı.

Stack: FastAPI · Next.js · Qdrant · SQLGlot · SSE

Math Captcha Forge

MobileNetV3 tabanlı matematik CAPTCHA çözüm hattı. Eğitim, export, optimization ve inference zincirini tek projede topluyor.

Stack: PyTorch · ONNX Runtime · FastAPI · MobileNetV3

Toolbox

AI / Data

Python PyTorch ONNX Runtime Qdrant PostgreSQL

App / Product

Next.js React TypeScript Tailwind CSS Framer Motion

Backend / Delivery

FastAPI Node.js Docker Vercel GitHub Actions

GitHub Pulse

GitHub stats Top languages

Current Trajectory

  • Building AI products where model outputs become operator-facing workflows
  • Turning raw datasets into explainable dashboards, simulators, and governance layers
  • Shipping systems that are visually sharp, technically grounded, and deployable

Contact

  • Portfolio: coming through live project systems and case studies
  • LinkedIn: emrecanik
  • GitHub: @emrecengdev

I like systems that do more than predict. They should help someone decide, act, and move faster.

Pinned Loading

  1. Python-PDF-to-Audio-Converter Python-PDF-to-Audio-Converter Public

    python pdf to audio (mp3) conventer

    Python

  2. TicTacToe-python TicTacToe-python Public

    A simple, text-based TicTacToe game in Python allowing two players to compete in the classic game through a command-line interface.

    Python

  3. ToDoList-Python-Flask ToDoList-Python-Flask Public

    Flask-based ToDo application, The application can be used as a web service or run locally for personal task management.

    Python

  4. xmonadaarch64 xmonadaarch64 Public

    xmonad - arm64 port for rpi4

  5. Breakout-Game-Python-pygame- Breakout-Game-Python-pygame- Public

    Breakout Game in Python (Pygame)

    Python