Siddhant Pathak's Projects
Design and implement two components of a database management system, storage and indexing.
This repository is for summer project, under the guidance of Dr. Sourav Sen Gupta, lecturer at School of Computer Science and Engineering, here at Nanyang Technological University, Singapore.
A health app that helps you track your calories, and suggest foods/exercises to keep you fit. After all... health IS wealth
Fake News Detection as a Service, built with the State-Of-The-Art User Preference Aware GNNs. Won "Innovative Use of NLP" in Deep Learning Week Hackathon 2022.
Simulation of Dutch Auction for ERC20 based tokens in a Blockchain based environment.
Using GRUs to model emotions in utterances using context-awareness multimodal learning
Analysis of apriori algorithms and other unsupervised learning methods
A Comparative Analysis of Graph Neural Networks for Recommender Systems against SOTA models (NGCF, LightGCN)
CZ3004 Multidisciplinary Design Project AY22/23 S2
Unveiling the Economics of SQL Operations
Config files for my GitHub profile.
Temporal Attention Graph-Optimized Networks, Final Year Project at Nanyang Technological University, Singapore
TensorFlow ML - an abstract implementation of commonly used machine learning algorithms using TensorFlow. Feel free to contribute! (Work in Progress)
Creating an Expected Goal Model for Singapore football: how much data is necessary to get the optimal model?