Sangeeta Srivastava
Research Scientist at Meta
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolSangeeta Srivastava is a research scientist at Meta with a decade of experience building energy-efficient deep learning systems for on-device intelligence, grounded in a PhD in Computer Science from The Ohio State University. Her research focuses on low-power models, multimodal and self-supervised learning, and physics-guided ML, with primary applications in acoustic event detection. She has blended academic rigor with industry impact through internships and roles at Facebook AI, Microsoft workshops, Micron, MediaTek, and NYU CUSP, applying model compression and quantization techniques for constrained devices. At Facebook she advanced multimodal embeddings and clustering methods to improve integrity workflows, reducing manual review overhead. Based in Seattle, she brings a rare mix of hands-on systems engineering and theoretical research, often translating publications into practical, low-latency implementations for edge devices. Outside core research, she has a background in full-stack product delivery and analytics, which helps her bridge prototype research and deployable solutions.
9 years of coding experience
2 years of employment as a software developer
Bachelor of Technology (B.Tech.), Electrical, Electronics and Communications Engineering, Bachelor of Technology (B.Tech.), Electrical, Electronics and Communications Engineering at Kalinga Institute of Industrial Technology, BhubaneswarMaster’s Degree, Computer Science, Master’s Degree, Computer Science at The Ohio State University
English, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (17)
pruning8
topological-data-analysis7
unet-image-segmentation7
embedding6
audio6
projection6
dimensionality-reduction6
approximation5
deep-learning5
manifold5
uniform5
visualization5
machine-learning4
python4
tensorflow3
Programming languages (2)
Github contributions (5)
ksangeeta2429/edgel3
Apr 2021 - Apr 2021
Generate audio embedding out of pruned L3
Contributions:28 commits, 105 pushes, 2 branches in 16 days
prunedembeddingaudioaudio-embeddingdeep-learning
ksangeeta2429/Publications
May 2019 - Feb 2024
Contributions:12 pushes, 1 branch in 4 years 9 months
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.