Projects
"Samples From My Tiny World Of Experiments"
Breast Cancer Phase Detection
Developed a deep learning model for detecting breast cancer, which predicts and assesses the current stage of lesion based on histopathological reports supplied as inputs with over 89.2% accuracy. Link to the published paper in the Github repo. It also won the Best Project Award at IEEE Computer Society Technergize hackathon in 2018.
Competitive Programming Repository
A massive collection of competitive programming problems that I solved over the years during my undergraduate degree. I also qualified to ACM ICPC Regionals in 2019. In general algorithmic problem solving is very close to my heart.
URL Shortener
Designed, developed and deployed a full stack URL shortener application on Heroku. Single-handedly worked on the complete backend with Java, Spring, MySQL, H2 and more. Frontend developed using ReactJS.
Handwritten Digit Recognition
Trained a neural network on 60000 handwritten digit images from MNIST dataset, for classifying handwritten digit images from 0 to 9. Achieved above 97% accuracy. Published step-by-step guide on Medium which now has over many thousands of views.
Twitter Sentiment Analysis
Analysis of lexicon based sentiment for top trending hashtags on twitter and visualising their sentiment distribution. Used Twitter API to pull down data.
Tap It
A simple & interactive game implemented using HTML, CSS, JavaScript and Bootstrap within three hours at the MLH-LHD-2018 Global Hackathon.
Sorting Visualizer
(In Progress) Working on a React SPA to visualize different sorting algorithms with random data and custom speed.
Amazon Food Reviews
Analysing ~500,000 food reviews from Amazon fine food reviews. Stanford Network Analysis Project hosted by Kaggle.
Toxic Comment Classification Challenge
Built a multi-class model capable of detecting different types of toxicity like threats, obscenity, insults and identity-based hate better than Perspective’s current models. Used a dataset of comments from Wikipedia’s talk page edits. This was yet another very popular Kaggle challenge organised by Google in 2018.
Mini Snake Game
Developed a GUI based game on Python and JavaScript. I made use of python standard graphics and gaming libraries, also used the p5.js library. This my first attempt at building graphic-based games (used Python and Pygame library).
Cuppa & Code
DEPRECATED | Fast, dynamic, python-based responsive web application. Built on Django framework. Designed purely on HTML, CSS and Bootstrap. I push micro-blogs on that site easily from any device, just for fun.
Employee Management System
A web-application that keeps track of employee details in an organisation. Built with Java, Servlets, JSP, JDBC, HTML, CSS, JavaScript, Bootstrap, MySQL, Apache, etc.
Gender Bias In Grad School Admissions - UC Berkeley Report
Study of Simpson's Paradox on the UC Berkeley Graduate School Admissions dataset. Used only pandas library of Python and developed on Jupyter Notebook.
FIFA Soccer Data-set - DataCamp
Exploratory Data Analysis of FIFA Soccer Data-set which contains details of over 8800 football players and various attributes like ratings, defence, speed and other skills. More details in the GitHub README.
Railway Reservation System
Developed on Microsoft Visual Basic 6.0, it simulates the ticket booking, data entry, search and retrieval system of the Indian Railways reservation portal. It was developed for the sole purpose of academic learning and undergraduate coursework.