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Jay Gupta's Projects

association-rule-mining icon association-rule-mining

Implementation of Association Rule Mining & Classification Algorithms, for CZ4032 Data Analytics & Mining

clustering-methods-analysis icon clustering-methods-analysis

A comprehensive review of different clustering methods on multiple datasets to evaluate their performance, strengths, and caveats in different scenarios, for CZ4032 Data Analytics & Mining.

cz4042-assignment-1 icon cz4042-assignment-1

Neural Network Analysis on Music Genre Classification & HDB Prices Prediction, for CZ4042 Neural Networks and Deep Learning

deeplearningpython35 icon deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

differential-privacy icon differential-privacy

Studying existing research developments in ε-differentially private algorithms on structured and unstructured data using Google’s Differential Privacy Library (C++) for NTU Undergraduate Research Experience on Campus Programme.

differential-privacy-website icon differential-privacy-website

Studying existing research developments in ε-differentially private algorithms on structured and unstructured data using Google’s Differential Privacy Library (C++)

expression-mode icon expression-mode

Leverage AI to create a better video-conferencing experience for individuals with visual impairment

intuition icon intuition

Chrome Extension using BERT Natural Language Processing Algorithm and automated clustering to reduce bias in news by providing contrasting perspectives using tweets.

intuition-v7.0 icon intuition-v7.0

VaccineTogether is an AI-enabled solution for predicting vaccine side-effects before a dose and global data crowdsourcing to perform analytics, all without compromising user privacy & anonymity.

kaggle-digit-recognizer icon kaggle-digit-recognizer

MNIST is the de facto “hello world” dataset of computer vision. In this competition, our goal is to correctly identify digits from a dataset of handwritten images.

mdp_androidapp icon mdp_androidapp

Bluetooth-enabled Android Remote Control application to operate an autonomous path finding robot.

movie-booking-application icon movie-booking-application

JAVA application to computerize the processes of making online booking and purchase of movie tickets, listing of movies and sale reporting in a single application.

ntu-events-website icon ntu-events-website

A convenient platform for students to get latest updates on upcoming activities.

ntu-food-recommendation icon ntu-food-recommendation

A program coded in Python that can recommend a canteen in NTU for the user to have a meal based on user’s position and input.

ntucollab icon ntucollab

NTUCollab: A Collaboratory Platform for NTU Students, built for CZ3002 Advanced Software Engineering.

nus-hack-roll-2020 icon nus-hack-roll-2020

Vigilant Bot is an embedded hardware system containing a 9-DOF IMU which detects and acts on distress signals conveyed through complex hand gestures in real time using deep learning.

quantum-warehouse icon quantum-warehouse

Reinforcement Learning architecture to automate long term planning of warehouse inventory for enterprise deployment.

sentiment-analysis icon sentiment-analysis

Examination different types of neural network architectures and their effects on model accuracy, computation time, and efficiency on a Sentiment Analysis problem.

sgfit icon sgfit

SGFit is an application built for CZ2006 Software Engineering on the theme of Smart Nation Singapore.

ssadpro icon ssadpro

Flutter Application built for CZ3003 Software Systems Analysis & Design.

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