About Me
Hi there, I am a Junior in Electrical Engineering Major at IITR and an ML enthusiast. I have done various machine learning and Deep Learning courses and have good knowledge of CNNs and NLP systems. I have recently worked in GANs and Adversarial security and have gained good exposure.
Besides ML, I am a big fan of general software development, especially in the PyData ecosystem. I studied C and C++ as well in college and had a good time with Data Structures and Algorithms. I am now trying to learn the advanced features and CUDA programming which seems important in the age of big "LLMs". Also, I have been a part of the Open-Source Python community and have contributed to libraries like PyTorch, PyTorch-Ignite, mlx and few others. I have also participated in the ML reproducibility challenge 2023 and have done some research on Double Sampling Randomized Smoothing along with the original authors :-).
My Updates
LFX Mentee WasmEdge CNCF
March 2024 - May 2024(Expected)- Working on completing integration betweem WasmEdge Runtime and Apple MLX framework
- Working on C++ API for MLX currently for loading models and inference in C++
Open Source Contributions
December 2022 - Present- Contribued an Example on Super Resoultion GAN in Pytorch-Ignite main repository
- Added some features in Create supervised trainer class
- Contributed to some routine CI issues
- Created my AI App called AIKavach which verifies smoothing radius of various models
- Made first issue in the MLX-apple frame-work! Yay!
Inter IIT Tech Meet 12.0 - Adobe Challenge
February 2023- Completed challenge by Adobe to predict the tweets text and likes using LLMs
- Used models like LLAMA-7b and techniques like LORA and Adapter methods
Quansight Labs Intern
July 2023 - September 2023- Working on Pytorch Ignite-Code generator with Victor Fomin(maintainer)
- Like to work on the PyData ecosystem
Inter IIT Tech Meet 11.0 - ISRO Challenge
February 2023- Participated in a challenge by ISRO to enhance the resolution of images captured by Chandrayaan 2 on the surface of the moon
- Worked on ESRGANs and won Bronze medal for the Challenge
Social Summer of Code - Hackathon
July 2022 - September 2022- Participated in various small open sourced projects to have a feel about how open source works in the real world
- Secured 14th place among more than 200 top developers
- Learnt about DL projects, YOLOv5 and Django
Data Science Group IITR
April 2022 - Present- Got selected in the core team and loved the culture here
- Learning about ML and DL concepts and building projects around it
- Worked on Some projects like AI security and have been involved a lot in general events and lectures
Indian Institute of Technology Roorkee - Electrical Engineering Major
October 2021 - Present- Secured an All India Rank of 1751 in JEE Advanced and got in EE program at IITR
- Love working on electronics and basic stimulation projects
- Love to see developments in Computer Vision related to robotics
Blog Posts
My Open Source Journey
My Open Source Adventure: Challenges, Triumphs, and Lessons Learned
Categories: Programming Open-Source Continue readingMy First Year at IITR as an EE major
From an inexperienced programmer to a learning data scientist
Categories: Programming Data Science Continue readingGood News!
I have worked on the functionality of the site and seems like it works now, well most of the features and so hopefully I am going to be making a lot of great blog posts on AI and Open Source this year. Well, follow me on twitter for more updates!
Let me know about any bugs, or report them to the original repo
Updated: 11 Jan, 2024