Bulent Siyah
Machine Learning Engineer Generative AI, LLMs, CV & DL At Softtech
Istanbul, Türkiye Turkey
Summary
👤
Senior🎓
Top SchoolBulent Siyah is a Machine Learning Engineer with 9 years of experience specializing in generative AI, large language models, computer vision and deep learning, currently building code-generation LLMs at Softtech’s AILab. He leads end-to-end LLM development—data preparation, fine-tuning, evaluation and competency auditing—to embed company-specific code-writing culture into production models. His background spans medical and aerial imagery (semantic segmentation for eVTOL landing and GPS-denied positioning) and practical ML tooling, with many reproducible projects and notebooks shared on Kaggle and GitHub. Based in Istanbul, he combines research-driven experimentation with hands-on engineering, and he quantifies model gains and regressions after fine-tuning to guide deployment decisions.
9 years of coding experience
6 years of employment as a software developer
Bachelor of Science - BS, Computer Engineering, 3.06/4.00, Bachelor of Science - BS, Computer Engineering, 3.06/4.00 at Mustafa Kemal University
English, Turkish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (38)
emotion-recognition10
facial-recognition10
face9
facial-expression-recognition9
face-recognition9
facenet9
openface9
face-detection8
python8
embedding8
machine-learning8
emotion8
arcface8
deep-learning7
deepface7
Programming languages (2)
Github contributions (5)
bulentsiyah/Classifying-Sports-Texts-with-Naive-Bayes
Oct 2017 - Jul 2020
Contributions:5 commits, 3 pushes, 1 branch in 2 years 9 months
bulentsiyah/IOS-Simple-Game-Example
Dec 2017 - Jul 2020
Contributions:8 commits, 4 pushes, 1 branch in 2 years 7 months
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