Chaeeon Lim
Student Assistant at The University of Texas at Dallas
Richardson, Texas, United States
Summary
👤
Senior🎓
Top SchoolChaeeon Lim is a research-oriented software engineer and current MS student at UT Dallas with eight years of experience applying deep learning to real-world systems, especially FPGA-accelerated inference. At Future Design Systems he optimized quantized YOLO for 1080p FPGA deployment (10x throughput improvement) and built sensors-to-cloud pipelines that enabled real-time processing and improved detection accuracy. Skilled across embedded interfaces (PCIe, USB, Modbus), multiprocessing, and image/3D OCT preprocessing, Chaeeon blends low-level systems engineering with ML model tuning to reduce latency and false positives. A former Army sergeant and teaching assistant, he pairs discipline and pedagogy with hands-on research engineering, and continues exploring sparsity and NLP as part of his graduate studies.
8 years of coding experience
3 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at The University of Texas at DallasBachelor of Science in Engineering, Computer Science, Electronics Engineering, 3.63/4.50 (equal to 90.3), Bachelor of Science in Engineering, Computer Science, Electronics Engineering, 3.63/4.50 (equal to 90.3) at Handong Global University
Korean, English
Github Skills (16)
64-bit7
xilinx6
database6
reinforcement-learning5
pytorch5
fpga5
deep-learning3
linux3
quantization3
tensorflow2
hardware-acceleration2
neural-network2
machine-learning2
artificial-intelligence2
speech-recognition2
Programming languages (4)
Github contributions (5)
chaeeon-lim/SoccerDatabase
Apr 2019 - May 2019
SoccerDatabase Project Program from Database Systems Class in Handong Global University
Contributions:131 commits, 51 PRs, 117 pushes in 26 days
database
chaeeon-lim/chaeeon-lim
Jul 2021 - Nov 2024
Contributions:7 pushes in 3 years 4 months
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