Machine and Deep Learning

Graph Convolution Network Classifier with Sparse Adjacency Matrix Prior

Benchmarking FCN, CNN & GCN Classfier with a Custom Prior

COVID-19 Tweets Sentiment & Exploratory Data Analysis

Deep Self-supervised Transfer Learning based Sentiment Analysis of COVID19 Tweets

Robust Spoken Language Recognition

Uncover hidden patterns in the phoneme vector space by performing Pairwise Cosine Similarity, Dimensionality Reduction & Spacial Clustering

Multi-stage Information Retrieval & Ranking System

Search Engine implemented using Language Models, BM25 (Okapi, Plus) & TF-IDF

Open-domain Question Answering with End-to-End Memory Networks

Deep neural implementation of a QA system using Knowledge Graphs & Wikipedia Corpus

Event-driven Pedestrian & Vehicle Detection

Implementation of a real-time ROI-based Vehicle Detection and Counting system using OpenCV & YOLO