Work
Four case studies, written plainly — what the problem was, what I built, and what I can say about how. Where something failed, that is written down; where the detail belongs to an employer, the page says so.
CodLab AI · Feb 2025 – Jul 2026
Author disambiguation at scale
Sole engineer on an entity-resolution pipeline over bibliometric data — designed and run in production, architected toward 85M+ articles on a single machine.
~92% accuracy · 2.5M records · ~4h → ~2h
Case study →includes a demo
BSc senior project · Karabük University · 2020 – 2025
Agentic assistant for Alzheimer’s patients
Medication tracking and reminders, memories and photos recorded and recalled back in conversation, and memory exercises.
Case study →
DIATICS · May – Sep 2024
Full-cycle computer vision
Object detection, classification, and pose estimation — from data preparation and labeling through training, evaluation, and serving.
false alarms −30% · plate accuracy 92% → 97% · pose precision 89%
Case study →
Mitsubishi Electric Innovation Center · Sep – Nov 2024
Optimizing YOLO detection models
Inference speed and accuracy work on YOLO-based detection models, across several object detection problems.
inference time −28% · accuracy +18% · real-time +22%
Case study →