Kuluhan Binici
AI Scientist at SAP
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolKuluhan Binici is an AI Scientist with a PhD in Computer Science from the National University of Singapore and eight years of experience translating research into deployable AI systems for resource-constrained environments. He specializes in knowledge distillation, continual learning, and computer vision, and is fluent in Python and C++, having implemented performance-critical components in C++ for production use. At SAP and during internships at ASUS and A*STAR he improved model robustness and efficiency—e.g., boosting optical flow performance and hardening medical dialogue summarization against ASR errors. He combines deep academic rigor with practical engineering, often building Python frameworks to make research usable by teams. Based in Singapore, he is driven by impactful AI innovations that bridge the gap between state-of-the-art research and real-world deployment.
8 years of coding experience
Bachelor's degree, Computer Engineering, 3.70, Bachelor's degree, Computer Engineering, 3.70 at National Taiwan UniversityBachelor's degree, Computer Engineering, 3.75, Bachelor's degree, Computer Engineering, 3.75 at Bilkent UniversityHigh School Diploma, High School Diploma at Kadıköy Anadolu Lisesi ve Maarif KolejiDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at National University of Singapore
English, Turkish, German, Chinese
Github Skills (9)
normalization3
natural-language-processing2
translation2
nlp2
exchange1
big-data1
text-normalization1
data-exchange1
peer-to-peer1
Programming languages (1)
Github contributions (5)
kuluhan/kuluhan.github.io
Jul 2021 - Dec 2022
Contributions:124 pushes, 4 branches, 2 comments in 1 year 4 months
mertalpt/text-normalization-for-turkish
Apr 2018 - Oct 2018
Contributions:4 PRs, 6 pushes, 1 branch in 6 months
nlptranslationnormalizationtext-normalizationbilkent-university
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