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IITB CSE 2021 - 2025🎓
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GetRhythms
Data Scientist
June 19, 2026 – Present
POS-Tagging
December 12, 2024 – December 12, 2024
This repository contains a custom HMM for POS tagging, developed during a course project, featuring improved accuracy on the Brown corpus, Viterbi decoding, and a 50+ character vocabulary.
View ProjectNamed-Entity-Recognition
December 12, 2024 – December 12, 2024
Named Entity Recognition system using SVM classifier & feature engineering on CoNLL NER dataset to identify named entities
View ProjectFeline-Canine-Classifier
December 12, 2024 – December 12, 2024
Developed a cat-dog image classifier by utilizing VGG-11 model from PyTorch, customizing the classifier with linear layers, optimizing with BCE Loss & Adam optimizer, chosen for handling sparse gradients and adaptive learning rate
View Projectitinerary_planner
November 19, 2024 – December 12, 2024
itinerary_planner — GitHub repository
View ProjectSatelliteMapGAN
August 16, 2024 – August 16, 2024
This project implements the BiCycleGAN architecture for multimodal image-to-image translation from scratch using PyTorch
View Projectmovie_recommender_system
August 12, 2024 – December 12, 2024
A movie recommendation system utilizing a Graph Neural Network (GNN) framework implemented in Jupyter Notebook
View Projectfind_me_out
August 12, 2024 – August 12, 2024
Face recognition system using a Convolutional Neural Network (CNN) with TensorFlow and OpenCV
View ProjectCyptonite
March 19, 2024 – March 30, 2024
Cyptonite is a blockchain simulation project using Python, designed to model and analyze different mining strategies, including stubborn and selfish mining, in a decentralized network
View Projectdiscord-clone
December 5, 2023 – August 12, 2024
Discord Clone built with Next.js v13, Socket.io, ReactJS, TailwindCSS, Prisma, and MySQL, featuring real-time communication, custom channels, and responsive design
View ProjectJobSphere-jobsPortal
December 8, 2022 – August 12, 2024
Full-stack job portal built with Next.js and Django, offering job search, application management, and user authentication
View ProjectCultural Fit Analysis
The candidate demonstrates a strong interest in diverse technical areas, particularly within AI/ML, which aligns with an innovative and research-oriented culture. The breadth of personal projects, from full-stack development to blockchain simulation, suggests a curious and self-driven individual. However, the lack of collaborative projects or team-based experience in the provided data makes it difficult to fully assess cultural fit regarding teamwork and interpersonal dynamics.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are clear and concise, indicating good technical communication in writing. However, there are no psychometric or English test results to evaluate further.