Ömer Yalçın
Machine Learning Engineer at HangiKredi
Istanbul, Türkiye Turkey
Summary
👤
Senior🎓
Top SchoolÖmer Yalçın is a Machine Learning Engineer based in Istanbul with eight years of hands-on experience building and productionizing computer vision, time-series, and audio anomaly detection systems. He combines deep learning expertise (PyTorch, YOLO, PointNet, TCNs) with strong MLOps and deployment skills (Docker, Kubernetes, Kubeflow, MLflow, OpenVINO, Terraform) to deliver real-time, edge-capable solutions and monitored ML pipelines. Ömer has shipped end-to-end products—from face recognition and anti-spoofing APIs to Turkish OCR and industrial visual inspection tools—often pairing FastAPI-backed services with CI/CD and observability via Prometheus/Grafana. His background spans healthcare sensor analytics, AWS-based IoT/streaming architectures, and embedded/GUI applications, reflecting a rare blend of cloud, edge, and embedded ML experience. Active on GitHub and Medium under omrylcn, he emphasizes reproducible MLOps workflows and pragmatic model serving in production.
8 years of coding experience
6 years of employment as a software developer
Master Computer Engineering, Master Computer Engineering at Okan University
Github Skills (48)
python10
machine-learning10
deep-learning10
tensorflow10
sentence9
ml9
similarity9
deep-neural-networks9
neural-network9
roberta8
sentence-similarity8
bert8
automl8
multilingual8
data-quality8
Programming languages (4)
Github contributions (5)
omrylcn/ml_system
Aug 2020 - Dec 2020
Example ML System Project
Contributions:1 release, 85 commits, 14 PRs in 4 months
machine-learning
omrylcn/docker_cellar
Sep 2020 - Mar 2021
Contributions:27 commits, 17 pushes, 1 branch in 6 months
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