Machine Learning
Model training, evaluation and applied ML.
Hi I am
AI Engineer
My primary focus as a developer is in Machine Learning, AI, and Computer Vision. While I heavily rely on Python for building data models, computer vision pipelines, LLM tools, and automation scripts, I am also experienced in crafting complete desktop experiences using QML and Python.
01 — About
Hello, I'm Cüneyt. I am currently studying Computer Engineering at Ankara Yıldırım Beyazıt University. As a developer, my true passion lies at the intersection of Machine Learning, Artificial Intelligence, and Computer Vision. I am driven by the desire to build intelligent systems that don't just stay as theoretical concepts, but actively solve real-world problems.
For me, development is about seeing the big picture. While I heavily rely on Python to build robust data models,computer vision pipelines, and integrate local Large Language Models (LLMs), my work doesn't stop at the backend. I love taking these complex AI architectures and wrapping them into complete, user-friendly desktop experiences using QML and Python. I thrive on building end-to-end solutions —bridging the gap between raw data, complex algorithms, and a seamless user experience.
Through my role as an Undergraduate Researcher, I focus on creating privacy-first AI educational assistants. Beyond the university walls, I work as a freelance software developer, crafting custom automation tools that streamline workflows and boost efficiency for my clients. This dual experience has taught me how to balance cutting-edge academic research with practical, client-focused software delivery.
My ultimate goal is to keep pushing the boundaries of what's possible, turning complex algorithms and hardware into functional, high-performance software. Feel free to explore my projects below to see how I bring these ideas to life.
02 — Stack
Skills grouped by domain. Toggle between Technical and Soft skills.
Model training, evaluation and applied ML.
Image/video pipelines and detection.
EDA, statistics and insights.
RAG, prompting and agentic flows.
Programming languages used in projects.
Rapid UI & desktop frameworks for demos and interfaces.
Storage and retrieval for ML.
Containers & cloud infra.
Scripting and automated browser testing.
03 — Work

Rule-based vs Machine Learning based Credit Card Fraud Detection System benchmark project.

ML-powered speaker identification with MFCC + Random Forest and cyberpunk UI

Soil pest detection via acoustic spectroscopy + multimodal image processing

Real-time bearing fault detection using MQTT, AI, and Digital Twin simulation

Real-time face recognition for automated classroom attendance tracking

Desktop app for product price tracking with dual notification channels

A mobile learning coach with progress tracking, tests, and flash cards.

Cloud-backed app for planning finance, fitness, hobbies, and daily goals.

GUI app to manage books, users and lending operations.
04 — Journey
THK & Orion Tekmer
Received intensive training in entrepreneurship and project management. Gained hands-on experience in Artificial Intelligence through specialized projects. Actively participated in professional teams, contributing to AI-driven solutions and collaborative development.
Ankara Yildirim Beyazit University
Developing LearningCoachApp, an ISKUR-funded educational platform. Integrated local LLMs and applied Machine Learning concepts for privacy-first AI assistance. Spearheaded cross-platform mobile app development and collaborated with academic supervisors to define the system architecture.
Self-Employed
Developed custom projects and systems tailored to clients in the fields of Machine Learning, Artificial Intelligence, and Computer Vision. Designed and deployed desktop (Qt/QML) applications for various purposes. Undertook diverse projects in Python and Java, delivering tailored solutions. Engineered automation systems to streamline repetitive tasks and executed comprehensive data extraction pipelines. Open for new projects.




05 — Gallery
































06 — Reach Out
Open to AI engineering roles, custom ML/CV projects, and interesting technical conversations. Remote-first, worldwide.
Currently available - full-time AI/ML roles and custom freelance projects. Response within 24hrs.
© 2026 Cüneyt Şahin · Crafted with curiosity.