Omer Sarioglu
Senior AI ML Engineer at TAV Technologies
Ankara, Ankara, Turkey
Summary
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Rockstar🎓
Top SchoolOmer Sarioglu is a Machine Learning Engineer with over six years of hands-on experience building and deploying production-grade AI systems, specializing in computer vision and medical imaging. At SmartAlpha he led end-to-end development of ultrasound models—overseeing data strategy, labeling operations, distributed training on GCP, and C++ ports for performance—helping certify Nerveblox® under FDA and MDR and integrate it into GE Venue systems. He blends practical MLOps and experiment pipelines with deep computer vision skills (Python, OpenCV) and a background in electronics and communication engineering. Comfortable collaborating with clinicians and product teams, he turns field feedback into measurable improvements in accuracy, latency, and clinical usability. Notably, he has experience translating research-grade models into regulated, real-world devices, a rare combination of technical rigor and compliance-savvy.
7 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Electronics and Communication Engineering, Bachelor's degree, Electronics and Communication Engineering at Kocaeli University
English, Turkish
Stackoverflow
63reputation
3kreached
3answers
2questions
Github Skills (91)
python10
image-processing10
annotations10
tensorflow-lite10
deep-learning10
3d10
robotics10
labeling10
imagenet10
onnx10
image-enhancement10
ai10
neural-network10
object-detection10
hyperparameter-tuning10
Programming languages (7)
Github contributions (5)
omerferhatt/torch2tflite
Nov 2020 - Jun 2022
PyTorch to TensorFlow Lite converter
Contributions:2 releases, 11 commits, 1 PR in 1 year 7 months
pytorchtensorflow-litetensorflow2onnxtflite
omerferhatt/omerferhatt
Sep 2020 - Apr 2026
Contributions:10 pushes, 1 branch in 5 years 7 months
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