Aman Shrivastava is a Machine Learning Engineer and late-stage CS PhD whose 11-year career bridges cutting-edge research and product-focused work in vision-language models, controllable image/text generation, and computational medical imaging. He has moved between industry research roles at Adobe, Salesforce, Meta and Reddit, applying instruction-tuning and self-synthesized instruction-response-image datasets to bootstrap large-scale vision-language systems. His academic work at the University of Virginia centers on leveraging multimodal models for disease understanding and assisted diagnosis, reflecting a rare blend of biomedical impact and foundation-model engineering. Known for practical innovations in information-efficient multimodal training and conditional diffusion for image synthesis, he combines deep theoretical grounding with production-aware model finetuning.
11 years of coding experience
3 years of employment as a software developer
Indian Institute of Technology Roorkee
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Virginia
Contributions:112 commits, 1 PR, 17 pushes in 3 months
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Aman Shrivastava - Machine Learning Engineer at Reddit, Inc.