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umutovuncsenol/README.md

Umut Övünç Şenol

Computer Engineering student at Bilkent University. I work mainly on computer vision, machine learning, backend systems, and full-stack applications.

Selected Projects

Project Description Technologies
kidney-ct-detection Detects kidney stones, tumors, and cysts in CT scans. Python, YOLO, FastAPI, OpenCV
CodeClash Compares and evaluates human- and AI-generated software artifacts. React, Node.js, Express, MySQL, Docker
BuService Predicts bus delays and passenger density for public transport in Sivas. CatBoost, FastAPI, React, TypeScript
object-detection-cpp Runs object detection in C++ using a YOLOv10 ONNX model. C++, ONNX Runtime, OpenCV, CMake
Petrix Veterinary clinic management platform for appointments, pets, prescriptions, and staff workflows. React, Spring Boot, PostgreSQL
ev-truck-route-optimizer Simulates and optimizes electric-truck routes, charging, traffic, and emissions. Java, simulation, optimization

Technologies

  • Languages: PHP, Python, C++, Java, JavaScript, TypeScript, SystemVerilog
  • Frameworks: React, Node.js, Express, FastAPI, Spring Boot
  • Computer vision and ML: TensorFlow, OpenCV, YOLOv8, YOLOv10, ONNX Runtime
  • Data and tooling: PostgreSQL, MySQL, Docker, Git

Interests

Computer Vision · Machine Learning · Backend Development · Autonomous Driving

Contact

LinkedIn · Email

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  1. BuService BuService Public

    ML-powered web app predicting bus delays and passenger density for public transport in Sivas (CatBoost + FastAPI + React).

    Python

  2. CodeClash CodeClash Public

    A full-stack platform for comparing and evaluating human- and AI-generated software artifacts.

    JavaScript

  3. ev-truck-route-optimizer ev-truck-route-optimizer Public

    A Java simulation for optimizing electric truck routes, charging, traffic, and emissions.

    Java

  4. kidney-ct-detection kidney-ct-detection Public

    A FastAPI web app for detecting kidney stones, tumors, and cysts in CT scans with YOLO.

    Python

  5. object-detection-cpp object-detection-cpp Public

    Real-time object detection in C++ using YOLOv10, ONNX Runtime, and OpenCV.

    C++

  6. Petrix Petrix Public

    A full-stack veterinary clinic management platform for appointments, pets, prescriptions, and staff workflows.

    Java