Hi I am

Cüneyt Şahin

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.

10+
Projects
2+ years
Experience
My Resume
Cüneyt Şahin avatar
Open to Work

01 — About

About Me

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.

Core Stack

Machine LearningAI / LLMComputer VisionData ScienceAutomationDesktop App

Beyond The Code

02 — Stack

Skills

Skills grouped by domain. Toggle between Technical and Soft skills.

Machine Learning

Model training, evaluation and applied ML.

PythonPyTorchTensorFlowscikit-learnJAX

Computer Vision

Image/video pipelines and detection.

OpenCVYOLOObject DetectionImage ProcessingOCR

Data Science

EDA, statistics and insights.

PandasNumPyPolarsPlotlyStatisticsEDA

LLM & GenAI

RAG, prompting and agentic flows.

LangChainLlamaIndexRAGAgentsPrompt Engineering

Languages

Programming languages used in projects.

PythonJavaC++

Desktop & UI

Rapid UI & desktop frameworks for demos and interfaces.

QMLPyQtStreamlit

Data & Vector DB

Storage and retrieval for ML.

PostgreSQLSQLite

MLOps & Deployment

Containers & cloud infra.

DockerGithubGitVerceln8nKubernetesAWSMLflowCI/CD

Automation & E2E Testing

Scripting and automated browser testing.

SeleniumPlaywrightAutomationBashPython Scripting

03 — Work

Projects

🛡️ SecureGuard | Next-Gen Fraud Defense

🛡️ SecureGuard | Next-Gen Fraud Defense

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

PythonXGBoostStreamlitPlotlyXAI
🎙️ GUI-Based-Audio-Analysis-and-Speaker-Identification-System

🎙️ GUI-Based-Audio-Analysis-and-Speaker-Identification-System

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

PythonStreamlitMFCCscikit-learnRandomForest
🌿 Acoustic-Vision Fused Autonomous System

🌿 Acoustic-Vision Fused Autonomous System

Soil pest detection via acoustic spectroscopy + multimodal image processing

PythonLibrosaOpenCVSTFTStreamlit
🏭 IoT-Based Predictive Maintenance Platform

🏭 IoT-Based Predictive Maintenance Platform

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

PythonStreamlitMQTTIsolation ForestIoT
🎓 SmartAttend | AI-Powered Attendance System

🎓 SmartAttend | AI-Powered Attendance System

Real-time face recognition for automated classroom attendance tracking

PythonOpenCVInsightFaceStreamlitExcel
🛒 QML Price Tracker — Telegram & ntfy Notifier

🛒 QML Price Tracker — Telegram & ntfy Notifier

Desktop app for product price tracking with dual notification channels

PySide6/QMLPlaywrightTelegram BotntfyScheduler
🧠 Learning Coach App

🧠 Learning Coach App

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

FlutterLocal LLMRAGResearchMobile
🗓️ Life Planner

🗓️ Life Planner

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

PythonGUICloud SyncPlanning
📚 Library Management System

📚 Library Management System

GUI app to manage books, users and lending operations.

PythonPyQtSQLiteGUI

04 — Journey

Experience & Education

AI & Project Management Trainee

April 2026 — May 2026

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.

Undergraduate Student Researcher

September 2025 — Present

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.

Freelancer

June 2024 — Present

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.

Freelancer Card
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06 — Reach Out

Let's build something great

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.

Hi! Ask Me! 👋
ENTR