Shamnas TV
Lead Engineer at Bosch Global Software Technologies
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolShamnas TV is a Lead Engineer with 10 years of experience building production-grade ML and computer vision systems, now based in Bengaluru. He has a consistent track record of turning research into cost-efficient deployments—designing a vision-language image retrieval solution with 95% precision and optimizing face recognition to raise recall from 60% to 83% while cutting infrastructure costs by 76%. At Netradyne he also engineered automated end-to-end ML pipelines and solved notoriously hard detection cases (e.g., boosting seatbelt detection from 13% to 93% in edge scenarios). He holds an MTech in Computer Science from IISc Bangalore and combines deep learning model optimization, retrieval systems, and real-time feedback loops to accelerate continuous model improvement. Colleagues describe him as a pragmatic researcher-engineer who favors measurable impact over academic novelty.
10 years of coding experience
6 years of employment as a software developer
Master of Technology - MTech Computer Science, Master of Technology - MTech Computer Science at Indian Institute of Science (IISc)Bachelor of Technology - BTech Computer Science and Engineering, Bachelor of Technology - BTech Computer Science and Engineering at College of Engineering Trivandrum
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (12)
sklearn6
gnn6
pytorch-geometric5
graph-embedding5
machine-learning4
deep-learning4
convolution4
pytorch4
graph-neural-network4
tensorflow3
graph3
neural-network2
Programming languages (1)
Github contributions (5)
androidKunjappan/asc
Dec 2020 - Nov 2022
Contributions:158 pushes in 1 year 11 months
shamnastv/GraphCaps
Jan 2021 - Feb 2021
Contributions:44 commits, 6 pushes, 1 comment in 8 days
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