Praguna Manvi
Deep Learning Engineer at MathWorks
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolPraguna Manvi is a Deep Learning Engineer with 8 years of experience building efficient, high-performance AI systems for compute-constrained environments. Currently at MathWorks, Praguna develops quantization recipes to make deep models practical on edge accelerators, drawing on prior contributions to core DL libraries during an internship at Intel. His background spans scalable backend systems, web3 forensics, and research in computer vision, biometrics, and cryptosystems from IIITH, reflecting a rare blend of production engineering and academic rigor. He has delivered end-to-end backend platforms for high-throughput consumer services and enterprise blockchain forensics, showing comfort across full-stack and systems-level problems. Praguna is notable for focusing on performance engineering—turning research insights into optimized software rather than only theoretical models. Based in Bengaluru, he pairs a research MS with hands-on experience shipping tools that bridge ML research and constrained-hardware deployment.
8 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering (BE), Computer Science, Bachelor of Engineering (BE), Computer Science at B. M. S. College of EngineeringMaster of Science - MS by Research, Master of Science - MS by Research at International Institute of Information Technology Hyderabad (IIITH)
Github Skills (39)
cuda6
cpp6
gpu6
python6
dataframe6
pandas6
siamese-network5
data-analysis5
prediction5
pydata5
dask5
rapids5
data-science5
opencl5
dataframes4
Programming languages (7)
Github contributions (5)
praguna/ai-puzzels
Aug 2020 - Aug 2020
Contributions:19 commits, 13 pushes, 1 branch in 16 days
praguna/strive-client
Nov 2019 - Oct 2020
leetcode,hackerrank like online coding application
Contributions:8 PRs, 11 pushes in 10 months
leetcode-solutionsonline-codingleetcode
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.