Dhruv Agarwal
Machine Learning Engineer 2 at Adobe
San Diego, California, United States
Summary
👤
Senior🎓
Top SchoolDhruv Agarwal is a Machine Learning Engineer with eight years of experience bridging research and product engineering, currently at Adobe in San Diego. He combines deep learning research—especially self-supervised methods for 4D single-cell imaging—with practical ML systems work, having contributed to text-to-video generation and structure-conditioned diffusion models. His background spans robotics and automation (autonomous warehouse vehicles and vision-based volume estimation) and full-stack development, reflecting a rare mix of lab-grade research and production engineering. Notably, his PhD-level-style research at UC San Diego Health produced rich embeddings to interpret drug-induced mitochondrial phenotypes, accelerating drug discovery workflows. He has a track record of turning novel models into deployable pipelines, recognized by awards such as Best Intern Poster at Adobe Firefly. Always exploring new technologies, he actively ports research ideas into applied products across biotech, creative AI, and supply-chain automation.
8 years of coding experience
4 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceUniversity of California, San DiegoBachelor's degree Information Technology, Bachelor's degree Information Technology at Indian Institute Of Information Technology Allahabad
Stackoverflow
558reputation
13kreached
40answers
2questions
Github Skills (35)
javascript10
sequence-alignment10
cvs10
phylogenetics10
bioinformatics10
protein-structure10
genomics10
angular10
git-repository9
python9
typescript9
biopython9
nodejs9
react9
web-framework8
Programming languages (6)
Github contributions (5)
Dhruv-Aga/dhruv-aga.github.io
Dec 2019 - Aug 2020
Contributions:12 commits, 11 pushes, 1 branch in 8 months
Dhruv-Aga/GTAdvantage
Oct 2017 - Oct 2018
Contributions:1 PR, 4 pushes in 11 months
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