Hi, I'm Alperen Bitirgen

Software Engineer & AI Specialist

Passionate about creating innovative solutions with AI, machine learning, and modern web technologies. Currently pursuing M.Sc. in AI and Data Analytics at Politecnico di Torino.

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About Me

I'm a dedicated Software Engineer and AI Specialist with a passion for creating innovative solutions that bridge the gap between cutting-edge technology and real-world applications. Currently pursuing my Master's degree in AI and Data Analytics at Politecnico di Torino, I bring a unique combination of academic excellence and practical experience.

My expertise spans across machine learning, web development, and mobile applications. I have hands-on experience with YOLOv8-based computer vision systems, real-time streaming solutions, and full-stack web applications. I'm particularly interested in AI applications, robotics, and building scalable software systems.

2+

Years Experience

10+

Projects Completed

91%

ML Model Accuracy

M.Sc. AI and Data Analytics

Politecnico di Torino

2023 - 2024

B.Sc. Computer Engineering

Middle East Technical University

2019 - 2023

Experience

Undergraduate Researcher

KOVAN Research Laboratory

Jul 2022 - Sep 2022

Ankara, Turkey

  • Developed a YOLOv8-based machine learning pipeline for real-time chess piece detection and classification, achieving 91% accuracy
  • Optimized model performance with INT8 quantization, improving inference speed by 300% (16.8ms to 5.4ms per frame)
  • Implemented ROS 2-dependent modules for robotic arm synchronization and precise chess move execution

Software Engineer

ULKEM

Feb 2021 - Mar 2021

Ankara, Turkey

  • Developed WebRTC-based streaming solution for real-time IP camera feeds with <500ms latency
  • Implemented WebSocket-based control system with 95% command execution success rate
  • Optimized video streaming, reducing bandwidth usage by 30% while maintaining >90% visual quality

Featured Projects

CERNSequencer

Particle Accelerator Control System MVP

Comprehensive Python GUI application using PyQt5 for CERN particle accelerator operations with drag-and-drop sequence editing and real-time validation.

Python PyQt5 Multi-threading JSON/YAML

interworld

Real Estate Web Application

Full-stack real estate booking platform with dynamic property filtering, RBAC with JWT authentication, and optimized API performance.

React.js JavaScript JWT RBAC

Cutify

Social Media App for Pets

Mobile social media app for pet owners with breed prediction model using TFLite, achieving 92% accuracy in classifying 50+ pet breeds.

Flutter TensorFlow Lite Machine Learning Mobile Development

Skills & Technologies

Programming Languages

Python
JavaScript
TypeScript
C/C++
Dart
SQL

Frameworks & Libraries

Django
NodeJS
ExpressJS
ReactJS
Flutter
PyQt
TensorFlowJS
Pytest

Databases

PostgreSQL
MongoDB
SQLite

Developer Tools

Docker
Git
ROS 2
WebRTC
WebSocket

Get In Touch

Let's Connect!

I'm always open to discussing new opportunities, interesting projects, or just having a chat about technology and AI.

Location

Ankara, Turkey