experience

Experience

Imagimob AB (Infineon)

Senior Software / ML Engineer · Stockholm · Mar 2021 – present

Designed scalable ML training pipelines (Python, TensorFlow / PyTorch) on AWS with tracking and automated evaluation.
Optimized models with transfer learning and quantization for edge / TinyML — performance and memory under hardware limits.
GPU training and benchmarking on NVIDIA instances (AWS EC2).
Studio product work in C# / WPF; anomaly-detection AutoML.

Freelance

Software / ML · Stockholm · ~2019 – Feb 2021

Upwork data and ML projects: classification, pandas, PyTorch, Selenium, GCP, Docker.
Unity3D quiz game with a teammate — C#, Firebase realtime, cloud functions.

Roksit

Data / software · Istanbul · Oct 2018 – Aug 2019

Website categorization: crawl, index, scheduled jobs, ML/DL classification.
Fast DNS work — IP / NS collection. Elasticsearch, Kibana, Cerebro, Selenium, ETL.

Siemens

Development engineer · Istanbul · Feb 2016 – Aug 2016

TIA performance analysis in a global team. C#, Visual Studio, dotTrace / dotPeek.

TÜBİTAK

Researcher · Kocaeli · Oct 2012 – Feb 2016

Digital recording and storage management systems. C#, C++, SQL Server, WPF / WCF / WinForms.