Martin Kersner
Co-Founder And CTO at BISONAI
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolMartin Kersner is a seasoned AI-focused technology leader and Co-Founder/CTO of Bisonai, bringing 13 years of experience building production-grade machine learning and big-data systems for finance and blockchain. Based in Seoul, he has deep expertise in real-time ML for audio and vision, distributed large-scale training (scaling to 64 GPUs), on-device model optimization (quantization, binary nets, SIMD), and deployment orchestration with Kubeflow on AWS. His background includes hands-on research and productization from ADAS and face synthesis to recommendation engines, demonstrating a rare blend of research rigor and engineering pragmatism. He also founded Seoul AI, growing a technical community and running hackathons, which reflects his commitment to developer education and ecosystem building. Notably, he led projects that improved underrepresented-class recall by over 50% and accelerated training up to 8x, signaling a track record of measurable impact.
13 years of coding experience
8 years of employment as a software developer
CourseraUdacityBachelor's degree Information Technology, Bachelor's degree Information Technology at Brno University of TechnologyStanford OnlineElectrical and Computer Engineering, Electrical and Computer Engineering at University of Seoul-서울시립대학교Master’s Degree Knowledge Engineering, Master’s Degree Knowledge Engineering at Czech Technical University in Prague
English, Korean, Czech
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (108)
python10
annotations10
pruning10
deep-learning10
tegra10
quantization10
labelimg10
crf10
solidity10
imagenet10
ml10
neural-network10
image-annotation-tool10
deeplab10
iot10
Programming languages (13)
Github contributions (5)
Bisonai/edgebenchmark
Nov 2020 - Jun 2021
Measure the speed of your machine learning models on real devices!
Contributions:13 releases, 35 commits, 18 PRs in 6 months
machine-learning-modelsmobile-machine-learningedge-machine-learningedge-aimobile-ai
martinkersner/numer.ai
Dec 2015 - Nov 2017
Contributions:41 commits, 26 pushes, 1 branch in 1 year 11 months
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