Przemyslaw Joniak
Software Engineer at Indeed.com
Tokyo, Japan
Summary
👤
Senior🎓
Top SchoolPrzemyslaw Joniak is a software engineer at Indeed.com with 10 years of experience building high-performance matching systems that help people find jobs. A UTokyo computer science master's graduate, he blends practical SWE skills with deep learning research from roles at SonyAI and LeapMind, where he implemented and quantized multiple-object-tracking models and deployed them on FPGA. He has a track record of squeezing performance—achieving multi-fold speedups and measurable accuracy gains via algorithmic and quantization work—and is comfortable across the stack from distributed IoT platforms to production ML. Based in Tokyo, he brings research-led curiosity to product engineering, often shaping research direction by surveying and translating papers into deployable solutions.
11 years of coding experience
1 year of employment as a software developer
III LO WrocławNatural Language Processing, Natural Language Processing at Aizawa Laboratory, National Institute of InformaticsComputer Science, Computer Science at The University of FreiburgUniversity of TokyoBachelor of Engineering - BE, Computer Science, Bachelor of Engineering - BE, Computer Science at University of Wroclaw
English, German, Japanese
Github Skills (52)
convolutional-neural-networks10
sentence9
pytorch9
amd9
llm9
classification9
inference9
llama9
information-theory9
openai9
gpt9
cuda9
transformer8
machine-learning8
tpu7
Programming languages (7)
Github contributions (5)
kainoj/unregelmaessige
Jan 2018 - Oct 2024
Contributions:4 PRs, 32 pushes, 5 branches in 6 years 9 months
ichpythoneine
kainoj/colnet
Oct 2018 - Apr 2021
🖌️ Automatic Image Colorization with Simultaneous Classification – based on "Let there be Color!"
Contributions:82 commits, 3 PRs, 23 pushes in 2 years 5 months
classificationmachine-learningpytorchimage-colorizationcnn
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