Abdullah Kavakli
Research Assistant at Istanbul Technical University
Istanbul, Istanbul, Turkey
Summary
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Rockstar🎓
Top SchoolAbdullah Kavakli is a research-driven data scientist and research assistant with five years of experience building and optimizing machine learning and big data solutions, currently pursuing an MS in Computer Engineering at Istanbul Technical University. He has delivered high-accuracy ML models and applied NLP for sentiment analysis while accelerating classical data-mining algorithms (Apriori, GSP, PrefixSpan) with GPU and cluster implementations that achieved up to 100x speedups. Abdullah combines cloud and DevOps know-how—having implemented Linux From Scratch projects and deployed environments with Terraform, Ansible, Docker, and GCP—with hands-on parallelization using Numba and PySpark. His work spans academic research, teaching AI and optimization courses, and industrial projects (TÜBİTAK/Turkcell and Jotform), giving him a strong bridge between theoretical methods and production-grade systems. He maintains an active portfolio and code presence (abdullahkavakli.com, GitHub, Kaggle), reflecting a practical focus on reproducible, high-performance data engineering.
5 years of coding experience
1 year of employment as a software developer
Lisans Derecesi, Computer Engineering, Lisans Derecesi, Computer Engineering at Pamukkale ÜniversitesiMaster of Science - MS, Computer Engineering, Master of Science - MS, Computer Engineering at Istanbul Technical University
İngilizce, Turkish
Github Skills (37)
sympy9
parallel9
design-documents9
genetic9
jekyll9
numba9
cpp9
cuda9
compiler8
python8
jekyll-theme8
parameter-tuning8
aiml8
feature-engineering8
programming-language8
Programming languages (4)
Github contributions (5)
abdullahkavakli/data-structures-veri-yapilari-PAU
Mar 2021 - Mar 2021
Contributions:46 commits, 31 pushes, 1 comment in 1 day
abdullahkavakli/Sudoku-Game-Solver
Nov 2021 - May 2022
Contributions:20 commits, 19 pushes, 1 branch in 6 months
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