Bio
I am currently working as the Principal AI Engineer at P360, building EdenHelp and BirdzAI. I joined P360 in February 2018 as a founding Data Scientist. As an AI Engineer at P360, I have the fortune of working across diverse areas of Machine Learning and Statistical Modelling including Natural Language Processing, LLMs, Retrieval-Augmented Generation for Conversational AI, Time Series Forecasting, Optimization techniques, and Predictive modelling within the healthcare industry.
B.Tech, Computer Science & Eng., SIT (MAKAUT), India
Aug. 2014 - Jul. 2018
Aug. 2014 - Jul. 2018
M.Tech, Data Science & Eng., BITS Pilani, India
Mar. 2022 - May. 2024
Mar. 2022 - May. 2024
Master's Thesis Research Student, University of Glasgow, UK,
Dec. 2023 - Mar. 2024
Dec. 2023 - Mar. 2024
Principal AI Engineer, P360,
Feb. 2018 - Pres.
Feb. 2018 - Pres.
Research
My research interest broadly includes Computer Vision, Multi-Modal Learning (Vision + X), Self-Supervised and Semi-Supervised Learning, Domain Adaptation and Generative AI (LLMs and Diffusion/Text to Video Models). During my master's, I worked on multiple research projects on effective and efficient document image enhancement with Prof. Swalpa Kumar Roy, Prof. Umapada Pal, and Prof. Guang-Bin Huang. I also worked in Medical Imaging with Dr. Chaitanya Kaul during my master's thesis. My recent research articles can be found in the Research section. Please see the Profile section to know more about my Education, Skills, and Experiences.
Academic Services
Invited to Review at IEEE Transaction on Artificial Intelligence, Elsevier Journal of Computers in Biology and Medicine, IEEE Transaction on Cybernetics, Jordanian Journal of Computers and Information Technology.
Note - I am actively seeking a full time PhD position in Computer Vision and Deep Learning!
Updates:
- [Sep. 2024] Invited as a reviewer for IEEE Transactions on Artificial Intelligence!
- [May. 2024] Graduated with an M.Tech in Data Science and Engineering from BITS Pilani, India!
- [Apr. 2024] Promoted from Tech Lead to Principal AI Engineer at P360. Excited for the new role!
- [Mar. 2024] Successfully defended my Master's Thesis.
- [Dec. 2023] The preprint of our paper, DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization, is now available on arXiv.
- [Dec. 2023] The preprint of our paper, A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement, is now available on arXiv.
- [Nov. 2023] Got accepted as a master's thesis student at the School of Computing Science, University of Glasgow.
- [Oct. 2023] Paper titled TransDocUNet: A Transformer-based UNet Architecture for Degraded Document Image Binarization got accepted at ICVGIP 2023 (Core Rank-B).
- [Aug. 2023] The preprint of our paper, Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation?, is now available on arXiv.
- [Feb. 2023] Honored to receive the Citizenship Award from P360 in recognition of my 5 years of dedication and contributions!
- [Jan. 2023] Became a Kaggle Discussion Expert, Highest Rank - 745.
- [Dec. 2022] Completed my first trek ⛰️ to Tumling, Nepal reaching an altitude of 10,070 ft.
- [Nov. 2022] Received an Intel ARC A750 GPU through the Intel Arc Innovator initiative.
- [Mar. 2022] Recognised a Thought Leader in Artificial Intelligence by Global AI Hub.
- [Mar. 2022] Started Master's in Data Science and Engineering from BITS, Pilani, India.
