Muhammed Buyukkinaci
Senior Data Scientist
Istanbul, Istanbul, Türkiye Turkey
Summary
👤
Senior🎓
Top SchoolMuhammed Buyukkinaci is a Senior Data Scientist with eight years of experience building production-ready ML systems and end-to-end data pipelines, currently driving personalization and ETL automation at hepsiemlak. He blends Machine Learning Engineering, MLOps and backend skills—Python, FastAPI, Airflow on Kubernetes, Spark and AWS—to deploy models such as a Siamese-network-powered hybrid recommendation system that informs personalized emails and mobile pushes. His work spans imaging (watermark removal, image quality scoring), pricing prediction, fraud detection and automated data orchestration, showing a pragmatic eye for business impact and operational reliability. A T-shaped engineer with a background in industrial engineering, he pairs strong technical breadth with clear communication and cross-functional collaboration. Notably, he has applied interpretable ML (SHAP) to real-world risk and wildfire prediction problems, lowering insurance loss ratios and outperforming public benchmarks.
8 years of coding experience
6 years of employment as a software developer
Bachelor's degree Industrial Engineering, Bachelor's degree Industrial Engineering at Boğaziçi University
İngilizce, Arabic
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (100)
parallel10
python10
image-processing10
low-level10
unet-image-segmentation10
deep-learning10
mnist10
r10
variational-autoencoder10
autoencoder10
gradient-boosting10
gradient10
ml10
latex10
adversarial-learning10
Programming languages (5)
Github contributions (5)
MuhammedBuyukkinaci/Fruit-Detector
Jul 2018 - Jul 2018
Contributions:19 commits, 15 pushes in 17 days
MuhammedBuyukkinaci/Bitcoin-Trading
Jul 2018 - Sep 2022
Predicting Bitcoin Prices with ML.
Contributions:5 PRs, 17 pushes, 4 branches in 4 years 2 months
pythonmachine-learningbitcoinprices
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.