Prachi Garg
Doctoral Student at University of Illinois Urbana-Champaign
Pittsburgh, Pennsylvania, United States
Summary
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Top SchoolPrachi Garg is a doctoral student in computer science at UIUC with eight years of research and engineering experience at the intersection of computer vision, robotics, and perception for autonomous systems. Her work spans continual and lifelong learning, out-of-distribution generalization, and long-tailed video classification—skills honed through internships at Waymo and IBM and research roles at CMU, IIIT-H, and European labs. She brings practical systems experience (camera–LiDAR 3D perception pipelines, YOLO real-time object recognition on Jetson) alongside theoretical inquiry into generalization and memorization in deep networks. Prachi combines a Robotics M.S. from CMU with hands-on avionics and field deployments, reflecting a rare mix of algorithmic depth and real-world integration. She is particularly drawn to AI problems with social impact, such as safe autonomous perception and accessible content moderation.
7 years of coding experience
3 years of employment as a software developer
Delhi Public School - R. K. PuramMasters, Robotics, Masters, Robotics at Carnegie Mellon UniversityBachelor's degree, Computer Engineering, Bachelor's degree, Computer Engineering at Delhi Technological University
Github Skills (47)
dialog10
information-theory9
computer-vision8
detector8
multimodal8
meta-learning8
facebook8
modular7
pytorch7
datasets7
machine-learning7
torchvision7
deep-learning7
transfer-learning7
faster-rcnn6
Programming languages (2)
Github contributions (5)
prachigarg23/prachigarg23.github.io
Sep 2021 - Jan 2025
Contributions:259 pushes in 3 years 4 months
prachigarg23/MDIL-SS
Oct 2021 - May 2022
Contributions:10 commits, 11 pushes, 2 branches in 6 months
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