Vibhu Agrawal
Applied Science at Amazon
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolVibhu Agrawal is an applied scientist with 8 years of experience building production-scale AI systems across multimodal LLMs, document understanding, computer vision, and medical imaging. At Amazon he works on agents for workflow automation and previously led deep learning at Nanonets, where he architected layout-aware language models and a constrained decoding framework to guarantee structured, non-hallucinated JSON outputs with spatially grounded key-value bounding boxes. He combines research pedigree—including a published medical imaging paper and a filed CT-scan patent—with hands-on engineering of scalable finetuning and adapter-based serving pipelines. Comfortable across encoder-only, encoder-decoder, and decoder-only model families, he has practical expertise in making LLMs layout-aware and efficient via techniques like LoRA. Based in Bengaluru, he is passionate about translating cutting-edge multimodal research into reliable, deployable systems that solve real-world document and imaging problems.
8 years of coding experience
5 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceHigher Secondary Examination (Indian School Certificate), 96%, Higher Secondary Examination (Indian School Certificate), 96% at Summer Valley School
Github Skills (27)
ct-images10
cuda10
pytorch9
amd9
llm9
tpu9
inference9
llama9
gpt9
transformer9
mlops8
llmops8
xpu7
medical-imaging7
jupyter-notebook7
Programming languages (1)
Github contributions (5)
vibhuagrawal14/chaotic-encryption
Sep 2018 - Apr 2020
Contributions:5 commits, 4 pushes, 1 branch in 1 year 7 months
vibhuagrawal14/segmentation-of-overlapping-elliptical-objects
Apr 2018 - Apr 2020
Contributions:17 commits, 16 pushes, 1 branch in 2 years
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.