Shubham Mawa
Senior Machine Learning Engineer at Mercedes-Benz Research and Development India
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolShubham Mawa is a Senior Machine Learning Engineer based in Bengaluru with eight years of experience building deep learning systems across computer vision, NLP and autonomous systems. At Mercedes‑Benz Research & Development he advances diffusion-model-based inpainting, style transfer and domain adaptation to make synthetic data practical for production AI products. His background blends an IIT Kharagpur dual degree in Industrial & Systems Engineering with hands-on research in semi‑supervised learning, age/gender estimation and robotics—skills that surface in experiments that squeeze high performance from limited labels. Comfortable moving models from research to deployment, he pairs strong theoretical knowledge with engineering pragmatism and a history of improving dataset quality and robustness. Notably, his early work achieved near-supervised F1 scores using only a fraction of labeled data, reflecting a consistent focus on data-efficient solutions.
8 years of coding experience
3 years of employment as a software developer
Mathematics, Mathematics at R.N ClassesICSE Passed standard 10th, ICSE Passed standard 10th at Little Flower Convent SchoolPhysics, Physics at Arvind Chauhan Classes10+2 Non-Medical, 10+2 Non-Medical at Government Model Senior Secondary School , MHC , Manimajra, ChandigarhDual Degree (B.Tech + M.Tech) Industrial and Systems Engineering, Dual Degree (B.Tech + M.Tech) Industrial and Systems Engineering at Indian Institute of Technology, Kharagpur
English, Hindi, Punjabi
Stackoverflow
1reputation
0reached
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Github Skills (37)
datasets10
torchvision10
computer-vision10
pytorch9
classifier9
machine-learning9
wordnet9
glove8
deep-learning8
document-classification8
bengali8
latent-dirichlet-allocation8
tf-idf8
word2vec7
topic-modeling7
Programming languages (4)
Github contributions (5)
Shubhammawa/CS60057
Aug 2018 - Dec 2018
Assignments and projects for the course: Speech and Natural Language Processing
Contributions:43 commits, 2 PRs, 10 pushes in 4 months
nlplanguage-processingspeech-recognitionnatural-languagenatural
Shubhammawa/IM39006
Jan 2019 - May 2019
Contributions:33 commits in 3 months
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