Natural Language Processing

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

Context-aware Intelligent Assistant with Deep Q Learning

Devising a reinforcement learning based architecture for robust speech assistants