Nuriye Yildirim
Graduate Research Assistant AI ML
Madison, Wisconsin, United States
Summary
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Senior🎓
Top SchoolNuriye Yildirim is a systems software engineer and PhD candidate at UW–Madison with nine years of experience building AI/ML-driven cyber-physical and networking systems. Her work blends reinforcement learning, sensor networks, and performance modeling to deliver practical gains—most notably an adaptive wildfire detection system that detected fires 2.4×–7.7× faster while extending sensor lifetime and a networking model that cut DCN prediction time by up to 2000× with <3% error. She has industrial experience at Intel automating and hardening large-scale simulation workflows and a track record of shipping production RESTful services and integrations. Comfortable spanning research and engineering, she pairs strong signal-processing and embedded-system roots (CubeSat imaging, SLAM) with demonstrable results in optimization, scalability, and anomaly detection. Colleagues describe her as a pragmatic researcher who turns theoretical models into field-ready systems that prioritize reliability and resource efficiency.
9 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD, Electrical and Computer Engineering, Doctor of Philosophy - PhD, Electrical and Computer Engineering at University of Wisconsin-MadisonBachelor's degree, Electrical and Electronics Engineering, 3.77 / 4.00, Bachelor's degree, Electrical and Electronics Engineering, 3.77 / 4.00 at Antalya Bilim University
English, TurkishProgramming languages (1)
Github contributions (5)
nuriyeyldrm/banking-api
Apr 2021 - Sep 2021
Contributions:13 commits, 9 pushes, 1 branch in 5 months
nuriyeyldrm/bank-api
Nov 2021 - Jan 2022
Contributions:76 commits, 44 pushes, 1 branch in 2 months
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