I am a 3rd-year undergraduate student of NIT Surat, pursuing a bachelor's in electronics engineering with a minor in computer science. I am a full-stack web developer, experienced in MERN stack and Django. In the past, I have interned as a web developer at a start-up wherein I built their company website from scratch.
I have also interned at ISRO where I worked on object detection in remote sensing satellite images using Mask RCNN deep learning algorithm. Recently, I concluded my summer internship at IIT Delhi in machine learning domain.
I was the winner of Dotslash 4.0 hackathon and SVNIT ACM Month of Code. Also my project was selected among the top 10 at Hack Gujarat 2020 hackathon. I also served as the project admin at GSSoC, an open-source event, wherein I mentored 22+ developers and managed their contributions to my open-source project.
Projects
Neural News
Tired of getting someone's illogical theory instead of informative news, or do you know the actual angle of the story?HTML, Node.js, CSS, JavaScript, Machine Learning, Beautiful Soup, Natural language processing (NLP), MongoDBSkills
Experience
- Indian Institute of Technology, Delhi - Summer Research InternMay 2021 - July 2021
• Implemented transfer learning in PyTorch to train a deep classifier on an imbalanced dataset
• Introduced Twin Neural Networks after the penultimate layer encodings to tackle the challenge of class imbalance and improve the F1 score - Indian Institute of Remote Sensing (ISRO), Dehradun - Machine Learning InternDecember 2020 - December 2021
• Implemented Mask R-CNN deep learning algorithm for instance segmentation of interested objects (brick kilns, roads and military hangars) in satellite images
• Achieved an accuracy of 98-99% - The Organicers Pvt. Ltd, Ranchi - Web Developer InternMay 2020 - July 2020
• Implemented user authentication using JWT and two factor OTP authentication using PyOTP
• Designed models and serializers for several API endpoints
• Designed the website’s front-end user interface