I am a rising sophomore at Ashoka University, studying Computer Science and Economics. I spent the summer exploring ML and Deep Learning and I loved it. Lately, I've also been honing my development skills. I've been coding competitively since High School.
Currently working under Prof. Debayan Gupta, Prof. Gautam Menon and Prof. Subhashis Haldar on multiple research projects, including:
Applied Machine Learning and Data Science is a course cum internship offered by Prof. L. Behera and Prof. Vipul Goyal at IIT Kanpur. Explored and fine-tuned state-of-the-art CNN-based architectures (ResNet, VGGNet, Inception ResNet etc) on the Tiny ImageNet dataset to achieve an accuracy of ~80%, as a part of the capstone project.
Tech Stack: Python (Keras, SciPy, SkLearn, NumPy), TensorFlow 2.0
Started the Annual Tech Fest of DPS Ruby Park, LogiQue to promote competitive coding and web development among premier schools in Kolkata. Served as Co-Founder and led Public Relations.
A fine-tuned XceptionNet that can classify the Tiny ImageNet dataset with ~80% accuracy. Find all related code and reports here.
A study on alternate approaches to model the spread of COVID-19, with low reliance on reported data using an LSTM and curve-fits. Paper can be viewed on medrXiv. Find all related code here.
A web-app that solves the Mutilated Chessboard Problem using a self-made recursive backtracking algorithm. It is also capable of solving a generalized version of the original problem. Find all related code and reports here.
Redesigned the Language Processor for MessCat (A WhatsApp bot for Ashoka University) and added multiple NLP techniques to it. Find all related code here. The current bot (that uses the same Language Processor) is here.
A clean dashboard to interface with the Harvard Museum API. Popular images from the Harvard Art Museum's online collection is arranged according to the century they belong to, in an elegant, responsive gallery. Find related code here.
AISSCE: 95.5%
Apart from doing CS-y stuff, I'm also a competent oil-painter. I've been drawing for as long as I can remember and I also hold a diploma in Fine Arts. I've been an active quizzer and debator throughout middle and high school. On the track, I used to be a part of my school's 4x100m relay team. I have also played archery at the State-Level.
I think Phuchka is a genius invention and Hyderabadi Biriyani is an abomination.
