Projects
- MCQ Generation using Text Transformers (2021), A fully functioning web app which can generate multiple choice based questions from a given piece of text and also functions as an intelligent editor for MCQs. The core generator works using a fine-tuned T5 model & a distractor generator model, Presented as the final year engineering project.
- Deep Generative Models for Faces (2020) , A Project aimed at generating faces and evaluating different generative models such as Auto-Encoders, GANs, VAEs etc. the models are trained on the Labeled Faces in the Wild Dataset .
- MalwareDetection (2020), A MachineLearning based project for predicting if a program is malicious by using the string representation for the program. An ML based approach was also used for detecting __BotNets__ in network traffic, Submitted for IIT Kanpur Cybersecurity Hackathon.
- RangeBot (2020) , A Bot that plays chess using Alpha-Beta Pruning and Endgame TableBases. It makes use of a creative heuristic function for searching the board states. Attained Peak performance of 1600 elo.
See-In-The-Dark (2019), A Web-App that uses a Fully-Convolutional neural network to Brighten Dark Images with little loss in information and essentially allow us to see in the dark, built for MLH local hack day.
- Flight Delay Prediction using Machine Learning (2019) , A project to predict whether a flight will be delayed using the relevant weather data and to test the accuracy of the different Classifiers and Regressors on the data.
- Dr. Plip (2019), A prototype chat bot that simulates a psychiatrist and suggests solutions to common mental health problems, developed at Yet Another Hackathon held at SVCE.
- Face ID (2018), A Mobile App for detecting and keeping track of faces by checking the cosine similarity of the Embedded vectors for faces. The embeddings are generated using a pre trained model.^
- LocationPin (2017), A Mobile App for Real-Time Location Sharing/Pinning over the internet.