I'm a Software Engineering graduate focused on building end-to-end AI/ML systems and modern full-stack applications.
I enjoy transforming real-world problems into practical software products using Python, FastAPI, React, and TypeScript. My current focus includes Machine Learning, Computer Vision, predictive systems, and production-oriented AI development.
- 🧠 Machine Learning & Deep Learning
- 👁️ Computer Vision
- ⚙️ Production-oriented AI/ML systems
- 🚀 AI-powered full-stack applications
- 🐍 Python & FastAPI backend development
Python • JavaScript • TypeScript
PyTorch • Scikit-learn • Pandas • NumPy • Jupyter Notebook • OpenAI API
React • TypeScript • HTML • CSS • Redux Toolkit • Flutter
FastAPI • Django • Node.js • Express.js
PostgreSQL • MongoDB • Supabase
Git • GitHub • Docker • Postman • Selenium WebDriver
An end-to-end industrial AI platform for predictive maintenance and intelligent quality monitoring, combining four machine learning capabilities:
- Machine Failure Risk Prediction
- Remaining Useful Life (RUL) Estimation
- Sensor Anomaly Detection
- Visual Quality Inspection
Built as a complete ML system with reproducible pipelines, REST APIs, automated testing, containerized deployment support, and an interactive web dashboard.
Tech: Python • Scikit-learn • PyTorch • FastAPI • React • TypeScript • Docker
An AI-powered full-stack SaaS platform that analyzes resumes, provides personalized feedback, and helps users improve their careers.
Tech: React • TypeScript • FastAPI • Supabase • OpenAI API
An end-to-end machine learning vehicle valuation platform that predicts second-hand vehicle prices through a production Scikit-learn pipeline and an interactive valuation experience.
Tech: Python • Scikit-learn • FastAPI • React • TypeScript
A modern Pomodoro productivity application featuring cloud synchronization, statistics, task management, and PWA support.
Tech: JavaScript • Supabase • PWA
- Build advanced end-to-end AI/ML systems
- Deepen my knowledge of Machine Learning, Deep Learning, and Computer Vision
- Strengthen my production ML and backend engineering skills
- Start my professional software engineering career
- Continuously build practical, real-world software products
📧 Email: selcanakturkk@gmail.com
💼 LinkedIn: linkedin.com/in/selcan-aktürk
🐙 GitHub: github.com/selcanakturk
A full-stack Question & Answer platform including authentication, file uploads, comments, and likes.
Tech: React • Node.js • Express • MongoDB
- Build production-ready AI applications
- Deepen my knowledge of Machine Learning & Data Science
- Contribute to open-source projects
- Start my professional software engineering career
- Continuously learn and build impactful products
📧 Email: selcanakturkk@gmail.com
💼 LinkedIn: linkedin.com/in/selcan-aktürk
🐙 GitHub: github.com/selcanakturk