Omer Sarioglu
Machine Learning Engineer at SmartAlpha
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.
6 years of coding experience
Bachelor's degree, Electronics and Communication Engineering, 3.03, Bachelor's degree, Electronics and Communication Engineering, 3.03 at Kocaeli University
English, Turkish
Stackoverflow
63reputation
3kreached
3answers
2questions
Github Skills (117)
interoperability10
python10
image-processing10
annotations10
mxnet10
deep-learning10
robotics10
labeling10
bounding-box10
imagenet10
onnx10
training-data10
scale10
api10
neural-network10
Programming languages (6)
Github contributions (5)
omerferhatt/ecg-dnn
Feb 2020 - May 2020
Contributions:47 commits, 40 pushes, 1 branch in 2 months
omerferhatt/torch2tflite
Nov 2020 - Jun 2022
PyTorch to TensorFlow Lite converter
Contributions:2 releases, 11 commits, 1 PR in 1 year 7 months
pytorchonnx-tfdeep-learningonnxtensorflow-lite
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