Bunyamin Polat
Buchs (Aargau), Aargau, Switzerland
Summary
🤩
Rockstar🎓
Top SchoolBunyamin Polat is a data scientist based in Buchs, Switzerland with four years of experience building NLP and ML solutions for healthcare, legal, and financial domains. At John Snow Labs he boosted NLP model accuracy by ~30%, engineered NER systems that exceed 90% accuracy for PHI and financial entities, and cut data processing times by 40% through Python/PySpark pipeline automation. Previously an education mentor, he designed and deployed production-ready models (XGBoost ensembles, TensorFlow classifiers, BERT) and helped students ship ML projects via Flask APIs. Early experience as a project manager gives him strong delivery discipline and stakeholder communication skills alongside technical depth. He pairs academic training in computer engineering and MIS with a practical focus on high-impact, compliance-sensitive AI applications.
4 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Computer Engineering, Bachelor's degree, Computer Engineering at Karadeniz Technical UniversityBachelor's degree, Management Information Systems, General, Bachelor's degree, Management Information Systems, General at Anadolu University
Turkish, German, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (32)
language-detection10
transformers10
spark-ml10
machine-translation10
spark10
named-entity-recognition10
entity-extraction10
snow10
machine-learning10
pyspark10
onnx10
apache10
llamacpp10
text-classification10
seq2seq10
Programming languages (3)
Github contributions (5)
bunyamin-polat/SQL
Jul 2021 - Jul 2021
Contributions:15 commits, 14 pushes, 1 branch in 1 day
bunyamin-polat/SparkNLP-Document-Classifier-with-MTSamples-Dataset
Jan 2022 - Oct 2024
Contributions:3 pushes, 1 branch in 2 years 9 months
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