🎓 3rd-year Computer Engineering Student @ Istanbul University 💡 Artificial Intelligence (AI) | Machine Learning (ML) | Deep Learning (DL) | Natural Language Processing (NLP) | Generative AI (GenAI) 🚀 Passionate about advancing in data science and AI-driven R&D projects.

• 📚 Experienced in end-to-end data science workflows — data preprocessing, model training, and deployment.
• 🧩 Skilled in Python, SQL, TensorFlow, LightGBM, and Power BI.
• 🧠 Focused on Generative AI and Natural Language Processing research & project development.
• 🤝 Value teamwork, rapid prototyping, and creativity in hackathons and R&D environments.

Information Technology Intern — TNC Group & Social Office
📅 June 2025 – August 2025 | Istanbul

• Applied Generative AI (GenAI) concepts in ML & NLP projects.
• Developed 4 Python-based projects using Pandas, NumPy, and TensorFlow.
• Gained hands-on experience in data cleaning, modeling, and process optimization.

Project: 🎙️ Alternatif Ses
Developed an AI-powered voice assistant enabling individuals with motor impairments to perform banking operations through natural voice commands.

• 💬 Integrated Microsoft Azure Speech Services and Azure OpenAI models.
• 🧠 Designed an NLP-based command recognition and task routing system.
• 🌍 Focused on accessibility and user experience (UX).
• 🎯 Key highlight: A socially impactful AI solution.

Built Click-Through Rate (CTR) and Conversion Rate (CVR) prediction models using real-world e-commerce data.

• ⚙️ Tech stack: TensorFlow, LightGBM, Scikit-learn, Pandas, SQL
• 🧩 Applied feature engineering, model optimization, and Learning-to-Rank techniques.
• 📊 Collaborated on data analysis, model evaluation, and feature selection.
• 🚀 Designed ML pipelines simulating real-world production systems.

Performed predictive modeling and business intelligence analysis using real datasets.

• 🧠 Managed full-cycle data cleaning, statistical analysis, and modeling.
• 🤝 Emphasized team collaboration and rapid experimentation.
• 💡 Delivered explainable and business-relevant AI models.

• YDS Assistant → Language learning assistant built with React + FastAPI + Firebase
• Power BI Dashboard → Interactive analytics tool integrating SQL-based data sources
• ML Pipeline → Data preprocessing & hyperparameter optimization using LightGBM, Random Forest, XGBoost

• GDG Istanbul – DevFest Organization Team (2025–Present)
  Event organization, speaker coordination, and community management.
• Istanbul University Open Days Volunteer (2024–2025)
  Guided and informed new students about the university and programs.

Languages: Python, C, SQL (MySQL, PostgreSQL)
AI/ML Tools: TensorFlow, Keras, LightGBM, Scikit-learn, Pandas, NumPy
Data Visualization: Power BI, Matplotlib, Seaborn
Concepts: ML, DL, NLP, GenAI, Statistical Analysis, Optimization

📍 Istanbul, Türkiye
📧 [email protected]
🔗 LinkedIn
💻 GitHub

🌱 “Bringing data to life through analytical thinking, curiosity, and creativity.”