cv

MS Project

Indian Institute of Science Education and Research Kolkata (IISER Kolkata)

Conducted in-depth research on Complex Dynamical Systems and Complex Analysis under Dr. Sushil Gorai. Developed detailed animations and visualizations using Matplotlib.

• Conducted research on Complex Dynamics
• Developed visualizations and animations using Matplotlib

M.Tech

Indian Statistical Institute, Kolkata (ISI Kolkata)

Computer Science Score: 81.44%

• Discrete Mathematics
• Information Retrieval
• Machine Learning I and II

BS-MS Dual-Degree

Indian Institute of Science Education and Research Kolkata (IISER Kolkata)

Mathematics Score: 8.07

• Real Analysis
• Complex Analysis

Chess

Developed a command-line chess game during high school.

libg-fzf

Created a POSIX-compliant shell script to download documents from the Library Genesis website directly via the terminal. (Received 40+ stars on GitHub.)

welearntui

Automated batch downloading of lecture notes from the institute’s website during the COVID-19 lockdown.

vimv

Designed a Python tool for bulk renaming files by editing filenames within a text editor.

Homeserver

Set up a home server on an old laptop to host a personal website and cloud service using Nextcloud.

tash

Built a simple shell in C, utilizing Flex for lexical analysis and Bison for parsing.

Information Retrieval Models using PyLucene

Implemented information retrieval models based on truncated probability distributions (EXP-T and GLL-T) using PyLucene. Tested performance on the TREC678 dataset in comparison with BM25.

Tic-Tac-Toe RL Agent

Trained and ran tests on two Tic-Tac-Toe Reinforcement Learning agents using Monte Carlo and Q-Learning.

Computer Vision Implementations

Implemented Anisotropic Diffusion, Harris Corner Detection, and Lucas Kanade Optical Flow algorithms.

MinHash Implementation

Efficient implementation of the MinHash algorithm for approximating Jaccard similarity.

BPE Tokenizer

Implemented the Byte Pair Encoding (BPE) tokenization algorithm for NLP applications.

Human Detection through HOG

Implemented a human detection system using Histogram of Oriented Gradients (HOG).

Next Word Prediction

Implemented next word prediction systems using a Trigram Model with back-off and LSTM.

Connect4 RL Agents

Developed and trained reinforcement learning agents for Connect4 using PPO, A2C, DQN, curriculum-based training, and UCB heuristics.