Project Ariel — Low-Altitude Aerial Detection
Research collaboration on drone-based object detection: fine-tuned YOLOv8n reaching 91.8% mAP@0.5 on a custom low-altitude dataset — real-time ready at 4.2 ms per frame.
91.8% mAP@0.5 · 4.2 ms/frame
Bavaria · Edge AI & CV Engineer · Seeking Werkstudent — available now
Turning sensor data
into intelligent decisions.
M.Eng. AI for Smart Sensors & Actuators at THD Deggendorf. Specialising in computer vision and edge AI — from training detection models to deploying them in Docker containers on cloud infrastructure. Previously at Vodafone Türkiye and KPMG.
3+Years in data and analytics
2Degrees (B.Sc. + M.Eng. in progress)
12Countries visited
4Languages — TR & EN fluent, DE & FR learning
Tools I work with
PythonPyTorchYOLOv8SQLTableauPower BIC++TypeScriptMATLABEdge AI
Featured work
What I've built and shipped.
PPE Helmet Detection · Live Deploy
YOLOv8s fine-tuned for construction site safety. 94.9% mAP@50, 103 FPS. FastAPI REST API + Streamlit dashboard containerised in Docker and deployed on Render with GitHub Actions CI/CD.
94.9% mAP@50 · 103 FPS
Data Science Intern
KPI and performance analytics across Mobile and Fixed Broadband. Reporting built in SQL, DBeaver, and Tableau and used in weekly senior-management reviews.
2025 · Istanbul
Data Analyst & Digital Trainee
Data, analytics and automation engagements supporting clients' operating-model and reporting transformations.
2024–25 · Istanbul
Off the court
What tennis taught me.
Competitive tennis since 2006; Turkish Junior Champion in 2014. Currently playing at 1. FC Nürnberg and coaching at the University of Regensburg and FAU Erlangen-Nürnberg. The court taught me habits I still rely on: structured preparation, composure under pressure and patience with long-term work.
2014Turkish Junior Champion
18+Years on court
2Universities coached at
01
Discipline
Daily, structured practice, independent of motivation. The same logic compounds in engineering: small, consistent gains earned by simply showing up.
02
Composure
Tight matches train you to think clearly when it matters. The reflex transfers directly to production incidents and demanding deadlines.
03
Long-term thinking
Meaningful progress rarely shows up in a single match. I build software with the same patience: deliver, measure, refine, adjust.