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onurozansunger/README.md

Hi, I'm Onur Ozan Sünger 👋

Computer Engineer & Data Science MSc Student @ Sapienza University of Rome 🇮🇹


🧠 About Me

  • 🎓 MSc in Data Science @ Sapienza University of Rome (GPA 24/30)
  • 🛠️ BSc in Computer Engineering @ OSTIM Technical University (GPA 3.04/4.00)
  • 🤖 Built AI-driven systems including a real-time emotion detection model integrated with Spotify
  • 💼 Past internships at KAREL Electronics (embedded R&D) and Presidency of Revenue Administration (backend / ML-powered web app)
  • 🔬 Passionate about Reinforcement Learning, MLOps, and Human–Computer Interaction
  • 🌍 Roma, Italia · 🇹🇷 TR (native) · 🇬🇧 EN (C1) · 🇮🇹 IT (A2) · 🇩🇪 DE (A1)

🧰 Tech Stack

Python Java PyTorch TensorFlow scikit-learn OpenCV Flutter PostgreSQL Docker Linux Git


💼 Experience

Role Company Period
AI Developer (Self Project) Sapienza University of Rome Feb 2024 – Jun 2024
Computer Engineering Intern KAREL Electronics, Ankara Jan 2023 – Jun 2023
Software Intern Presidency of Revenue Administration, Ankara Jul 2022 – Jan 2023
President IEEE OSTIMTECH Student Branch 2021 – 2022

🚀 Featured Projects

Project Description
😄 facial-emotion-recognition Real-time facial emotion recognition with CNN + TFLite + OpenCV
🎮 Cartpole-and-RL RL experiments (DQN, A2C, DDPG, PPO) on CartPole-v1
🔎 ADM-HW3 Search engine over master's degree programs (TF-IDF + custom scoring)
🎬 ADM-HW4 MinHash-based recommendation system on Netflix-like data
🕸️ ADM-HW5 Graph analysis on citation & collaboration networks
📊 FDS-PROJECT End-to-end data-science pipeline on a Netflix dataset
🧠 BNM-anxiety-network-medicine Network medicine pipeline for anxiety disorder — interactome construction, DIAMOnD + Heat Diffusion gene discovery, drug repurposing

📍 Roma, Italia

Pinned Loading

  1. SEO-Dynamics/Wind-Turbine-Predictive-Maintenance-Platform SEO-Dynamics/Wind-Turbine-Predictive-Maintenance-Platform Public

    Production-style ML platform predicting wind turbine failures 48h ahead from SCADA data. Leakage-safe features, chronological validation, cost-optimised threshold, SHAP explanations, FastAPI + Stre…

    Python

  2. Battery-Digital-Twin-and-Predictive-Intelligence-Platform Battery-Digital-Twin-and-Predictive-Intelligence-Platform Public

    Research prototype for battery digital twins and predictive intelligence: RUL forecasting, uncertainty-aware fleet health monitoring, and MLOps. Not validated for production deployment or safety-cr…

    Python

  3. wdn-thesis wdn-thesis Public

    Python

  4. facial-emotion-recognition facial-emotion-recognition Public

    Real-time facial emotion recognition using CNN + TFLite + OpenCV

    Jupyter Notebook

  5. BNM-anxiety-network-medicine BNM-anxiety-network-medicine Public

    Network medicine pipeline for anxiety disorder: interactome construction, DIAMOnD + Heat Diffusion gene discovery, and drug repurposing

    Jupyter Notebook

  6. Cartpole-and-RL Cartpole-and-RL Public

    Reinforcement Learning (Q Learning) R&D studies on Cartpole V1 Environment

    Python