Jayanth Chennamangalam
Senior Applied Researcher at Huami
Vancouver, British Columbia, Canada
Summary
👤
Senior🎓
Top SchoolJayanth Chennamangalam is a Senior Applied Researcher and full-stack data scientist with 15 years of experience applying machine learning, signal processing, and software engineering to real-world products. He currently develops deep learning models for wearable health devices at Huami and has a track record of deploying optimized models (e.g., TensorRT/C++) into embedded and edge systems. His background spans academic astrophysics—where he built real-time, multi-gigabit data pipelines and detectors for major radio telescopes—to industrial R&D in drone detection and RF signal classification. He has led and grown ML teams, defined project scope, and balanced hands-on modelling with product-focused engineering. Comfortable across the stack, he combines GPU-accelerated signal processing, statistical inference, and robust production deployment to turn noisy sensor data into actionable insights. Based in Vancouver, he brings a rare mix of astrophysics-scale data expertise and practical embedded ML experience.
15 years of coding experience
13 years of employment as a software developer
Bachelor of Technology (BTech), Electronics and Communication Engineering, Bachelor of Technology (BTech), Electronics and Communication Engineering at Mahatma Gandhi UniversityMaster of Science (MS), Physics, Master of Science (MS), Physics at West Virginia University
Hindi, Malayalam, Japanese, Chinese, English
Stackoverflow
226reputation
15kreached
3answers
1question
Github Skills (26)
python8
bank8
machine-learning8
pytorch8
data-science7
tensorflow7
deep-learning7
macos6
firebase6
filter6
serial-port6
android6
pipe6
virtual-machine6
jquery6
Programming languages (2)
Github contributions (5)
casper-astro/serendip6
May 2013 - Sep 2013
Contributions:26 commits in 4 months
jayanthc/grating
Sep 2013 - Feb 2020
Contributions:13 commits, 1 PR, 4 pushes in 6 years 6 months
cudagpupfbspectrometerbank
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