Biography
I am a Machine Learning Engineer at Adobe, based in Bangalore. I earned my bachelor’s degree in E&CE from the Indian Institute of Technology, Roorkee. Concurrently, I work with Prof. Angel Xuan Chang, conducting research on conditional 3D scene generation at her lab in Simon Fraser University. Previously, I contributed to the groundbreaking research at Rephrase.ai (now part of Adobe) by leveraging generative AI for human avatar technologies.
My research at the GIST Computer Vision Lab, which also formed the basis of my undergraduate thesis, focused on developing embodied agents for vision and language navigation. During my time at the University of British Columbia (Summer 2021), I worked on developing efficient but accurate language models for software engineering tasks. My research interests are in computer vision and robotics, with a specialty in machine learning and (tractable) generative modeling.
At IIT Roorkee, I was a core member of a Deep Learning research centric reading group named the Vision and Language Group, and the IEEE Student Chapter, IIT Roorkee.
Interests
- Computer Vision
- Graph Learning
- Probabilistic Generative Models
- Robotics
- Natural Language Processing
Education
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B.Tech. in Electronics and Communications Engineering, 2022
Indian Institute of Technology Roorkee
