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33 followers · 44 following
  • İstanbul,Turkey

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esmagelebek/README.md

Hi there, I'm Esma Gelebek 👋

🚀 Software Engineering Student & AI Researcher

Highly interested in Deep Learning, System Architecture, and Computer Vision solutions. Focusing on developing scalable and efficient software systems.

🛠 Engineering & Tech Stack

  • Languages: Python (Advanced), Dart, SQL
  • AI & Machine Learning: TensorFlow, Keras, OpenCV, NumPy, Pandas
  • Software Principles: Object-Oriented Programming (OOP), Software Design Patterns, System Architecture
  • Tools: Git/GitHub, Docker (Learning), Google Colab, Linux

🔬 Key Projects

  • [TÜBİTAK 2209-A] Project Coordinator | Leading a team of 4 to build a Hybrid (On-Device + Cloud) AI system for agricultural damage detection. Managing the full Software Development Life Cycle (SDLC).
  • [Retina Health AI] | Engineered a high-accuracy classification model for optical disc analysis with a focus on model optimization.

📊 Academic & Professional Focus

  • 🎓 Studying Software Engineering – applying engineering principles to AI integration.
  • 🏗️ Developing Hybrid Inference Architectures to balance performance and resource constraints.
  • 📈 Aiming to bridge the gap between AI research and production-ready software.

📫 Connect with me:

LinkedIn GitHub

Pinned Loading

  1. Tubitak-2209A-AI-Agricultural-Damage-Detection Tubitak-2209A-AI-Agricultural-Damage-Detection Public

    [TÜBİTAK 2209-A] AI-based physical damage detection in agricultural products using hybrid (On-Device + Cloud) Deep Learning architectures.

  2. esmabetulkocaahmet/Anomaly_Detection esmabetulkocaahmet/Anomaly_Detection Public

    Jupyter Notebook

  3. Retina_Optik_Disc Retina_Optik_Disc Public

    Jupyter Notebook

  4. soveyik/Sesli_Girdi_Ile_Isitme_Tercumesi soveyik/Sesli_Girdi_Ile_Isitme_Tercumesi Public

    Python

  5. soveyik/ruzgar_analizi soveyik/ruzgar_analizi Public

    Python

  6. esmabetulkocaahmet/insulinavcilari_verimadenciligi esmabetulkocaahmet/insulinavcilari_verimadenciligi Public

    Jupyter Notebook