Ankara, Türkiye
Built and deployed an end-to-end Patrol Analysis System for Turkish Jandarma, owning the ML pipeline and boosting-model training/fine-tuning plus the web application. Contributed to ChatGPT-style PDF Q&A app using Turkish RAG, Ollama-hosted LLMs, OCR, and vector search to enable document upload and question answering. Delivered OCR-based Turkish license-plate recognition research and integration into the company mobile app. Shipped a production data analytics portal (Next.js + Spring Boot + ClickHouse) enabling multi-year reporting (up to 3 years of history) for customers. Mentored junior contributors and interns on ML/NLP with code reviews and architecture/model recommendations.
Maintained and improved Python projects from my internship, focusing on performance, bug fixes, and stability. Strengthened a Trivy-based vulnerability scanning project and integrated REST API workflows. Refactored code and added unit tests in a Scrum/Agile team setup.
Built Python automation projects for GitLab CI/CD pipelines and internal tooling. Integrated SW360 and Atlassian (Jira/Confluence) APIs plus GitLab APIs to automate service monitoring and documentation. Improved code quality through refactoring and unit test development.
Helping undergraduates with class BIL113 - Introduction to Programming I (Fall 23/24) Graded Java Labs weekly and was an instructor in the Lab hours.
Developed and evaluated time-series anomaly detection models using supervised and unsupervised methods. Implemented DDPG in PyTorch (OpenAI Gym) to train an RL agent that learns aircraft control via pilot-interface inputs. Ran experiments across F-16, Su-27, JF-17, and HÜRJET scenarios with emphasis on RL, deep learning, and numerical optimization in Python.
Flight Control Software Team for the TF-X (MMU) program, continuing my internship work.
Flight Control Software Systems at the MMU (TF-X) Project. Implemented a end-to-end Python-based Standards Checker for ANSYS SCADE using SCADE APIs. Automated DTS tasks with Python scripts for faster and more consistent execution. Delivered C/C++ features and utilities across IBIT and related projects.