CyberQuote · Istanbul, Türkiye
Working on AI automations and agentic LLM implementations for Phillip Capital subsidiary. Building intelligent systems for internal operations and customer-facing websites.
ITU NLP Lab · Istanbul, Türkiye
Researched LLMs for financial applications including forecasting, sentiment analysis, tool usage, financial reasoning, and RAG implementations.
Havelsan · Istanbul, Türkiye
Conducted research for AIOps project using software log data for predictive maintenance. Generated demos on HDFS logs.
Developed an autonomous warehouse robot system simulating Amazon's logistics operations. Designed pathfinding, obstacle avoidance, and task scheduling algorithms. The robot detects humans and cargo boxes with a custom-trained YOLO model.
Improved Turkish text by automatically adding missing accent marks and special characters using T5, a transformer model by Google. The system restores proper diacritics for enhanced readability.
Selectively removed specific concepts from Stable Diffusion 2.1 while keeping other capabilities intact. Useful for content moderation and customizing AI output.
Developed an ensemble method to detect AI-generated text using three fine-tuned models. Addresses concerns about academic integrity and misinformation.
Created a personalized anime recommendation system combining collaborative filtering and content-based approaches. Achieved RMSE of 0.289, MAE of 0.213 on the test set.
Blog posts coming soon...
Istanbul Technical University
09/2022 – 07/2025
Transferred from Electronics and Communication Engineering program in 2022.
Specialty coffee enthusiast with V60 and Aeropress setup
Philosophy, AI/CS, and finance
Avid watcher and reader