Work Experience
IT – Finance Intern
Apr 2025 – Present
Eczacıbaşı VitrA Tiles · Istanbul
- Automated budget utilization audit checks with Power Automate, reducing a 2-hour manual process to minutes.
- Built a RAG chatbot on Microsoft Teams for SAP-related Q&A for Villeroy & Boch Fliesen end users.
- Supported the SAP S/4HANA transformation by managing Jira tickets across FI, CO, and PaPM modules.
- Built UiPath RPA solutions to automate month-end closing operations.
- Facilitated SAP Enable Now training sessions for key users at Villeroy & Boch Fliesen.
Wind Resource Assessment Intern
Jul – Sep 2024
Polat Energy · Istanbul
- Built an end-to-end pipeline to extract 10 years of time-series wind production data for all WPPs in Turkey from the EPİAŞ Transparency API.
- Evaluated climate and ML models to forecast electricity production in the Soma WPP region.
Undergraduate Research Assistant
Oct 2022 – Dec 2023
INTALA LAB, Işık University · Istanbul
- Contributed to the TOP4HoneyChains 2022 ICT-AGRI-FOOD Joint Call Project.
- Created a halyomorpha halys image dataset and trained an object detection model.
Projects
CeraSight
2026
Computer vision pipeline for automated defect detection in ceramic tile manufacturing. Built a YOLO11-CBAM sliding-window system for 8K images, achieving mAP@50 = 0.75.
Jira MCP Server
2025
Open-source server enabling LLMs like Claude to manage Jira tasks via the Model Context Protocol. Supports natural language task management.
Tile Classifier
2025
Image classification model predicting the tile collection from a photo upload, achieving 89% accuracy.
Wav2Vec2 Fine-Tuning
2024
Fine-tuned Meta's Wav2Vec2 on Turkish audio data for speech classification, improving accuracy on low-resource language inputs.