Kuldeep Gautam
Senior Research Engineer at Mercedes-Benz Research and Development India
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolKuldeep Gautam is a Senior Research Engineer with 9 years of experience blending academic rigor and industry impact across AI/ML, deep learning for medical imaging, and binary/code representation learning. He spent three years in industry tackling histopathology segmentation and domain generalization before moving to Mercedes-Benz R&D, and three years at IIT Hyderabad driving architecture-neutral binary similarity and code comprehension research. His work bridges compilers and deep learning, yielding publications at MIDL 2025 and STP 2024, and he has a strong focus on inference optimization and model development for real-world systems. Based in Bengaluru, he combines hands-on model building with a knack for translating research into production-ready solutions, often solving cross-domain robustness and compatibility challenges that aren’t obvious from job titles alone.
8 years of coding experience
6 years of employment as a software developer
M.Tech (Research Assistant), Computer Science & Engineering, M.Tech (Research Assistant), Computer Science & Engineering at Indian Institute of Technology HyderabadB.Tech (Hons) , Computer Science & Engineering, B.Tech (Hons) , Computer Science & Engineering at Ajay Kumar Garg Engineering CollegeTenth Grade, Tenth Grade at Grace Convent School, MathuraTwelfth Grade, PCM, Twelfth Grade, PCM at Delhi Public School, Mathura
English, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (20)
happy9
cpp8
data-structure8
css8
java8
javascript7
digitalocean7
machine-learning7
html7
issue-tracking6
python6
science5
github5
algorithms4
open-source4
Programming languages (4)
Github contributions (5)
kgautam01/kgautam01.github.io
Apr 2020 - May 2022
This repo contains my web-portfolio as well as my personal blog to collect hard-to-find resources and creating a goto place for everyone to get benefit from it.
Contributions:2 PRs, 56 pushes, 2 branches in 2 years
gotoplacecollectcssjavascript
kgautam01/Automated-Essay-Scorer
Feb 2019 - Apr 2019
Contributions:25 commits, 24 pushes, 1 branch in 2 months
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