ProjectsExperienceEducation

Projects

Some of the projects I've been working on in my own time.

Multi-Tenant RAG System

A Retrieval-Augmented Generation (RAG) chat application designed for company knowledge management. This application allows employees to query company documents through an intelligent AI-powered chat interface, with department-specific access controls (similar to RBAC) and secure hashing-based authentication.

LLMs for Matching Transaction Descriptors to Merchants

Investigating the application of Large Language Models (LLMs) for the purpose of fuzzy matching transaction descriptors to their corresponding merchant names, with the goal of enhancing the accuracy of merchant identification in financial transactions.

Vibe Cooking

Vibe Cooking is an AI-powered recipe suggestion app that helps you discover meals based on your food mood and available pantry items. It provides a seamless and intuitive cooking experience tailored to your preferences.

Web Analytics for City of Toronto's Open Data Portal

A comprehensive analysis of web traffic patterns and user engagement metrics for the City of Toronto's Open Data Portal (2023-24), uncovering key insights into dataset popularity, search trends, and the impact of real-world events on data consumption.

Forecasting AAPL Stock using Classical ML & DL

Leveraging classical machine learning and deep learning techniques to predict Apple (AAPL) stock prices from the S&P 500 dataset.

Time Series Forecasting using ML, DL & Stats

Analyzing road traffic patterns to build predictive models for traffic forecasting.

Research Paper to Detect Parkinson's Disease

Predictive markers for Parkinson's Disease using Machine Learning & Deep Learning techniques on brain MRIs.

BookVerse

Personalized book recommender system built using content-based & collaborative filtering techniques.