My Projects
A showcase of my most impactful full-stack, AI/ML, and cloud-based projects
AI Supply Chain Demand Forecasting System
An LSTM and Transformer-based forecasting engine predicting demand fluctuations using historical and external market data.
Key Highlights:
- •Trained LSTM and Transformer models to forecast SKU-level demand trends.
- •Designed Streamlit dashboard for visualization and real-time data interaction.
- •Achieved accurate predictions with external signals like weather and holidays.
AI Subscription Churn Prediction System
An AI-driven system analyzing user engagement and payment patterns to predict churn probability in subscription-based platforms.
Key Highlights:
- •Developed ML pipeline to classify churners using behavioral and transactional data.
- •Utilized feature engineering and cross-validation to achieve 92% precision.
- •Provided actionable retention strategies and visualization dashboards for insights.
Sphere – AI-Powered Student Community Platform
An intelligent student ecosystem connecting learners through AI-driven collaboration, real-time chat, events, and marketplace features.
Key Highlights:
- •Developed full-stack community platform integrating AI-powered study tools and chat features.
- •Implemented personalized recommendations with LangChain and OpenAI APIs.
- •Integrated Firebase Authentication and Socket.io for real-time messaging and event updates.
Rental Housing Management System
A Java Swing & MySQL-based desktop app for property, tenant, and payment management with admin control and data persistence.
Key Highlights:
- •Designed modular UI for tenant and property management using Java Swing.
- •Migrated from SQLite to MySQL for better scalability and query optimization.
- •Implemented rent tracking, payment summaries, and monthly invoice generation.
Husky Shuttle Management System (RedEye)
A database-driven backend for university shuttle operations with automated scheduling, maintenance, and reporting modules.
Key Highlights:
- •Built normalized database schema and implemented 12 interconnected tables.
- •Developed stored procedures for shuttle maintenance scheduling and driver assignment.
- •Created analytical views for top routes, maintenance frequency, and booking trends.
ReadSmart AI – Generative PDF Summarizer & Quiz Assistant
A generative AI tool that summarizes uploaded PDFs, generates quizzes, and reads content aloud for enhanced learning efficiency.
Key Highlights:
- •Implemented multi-model pipeline for summarization, question generation, and audio narration.
- •Fine-tuned T5 for contextual summaries and used RoBERTa for accurate answer extraction.
- •Enabled interactive quiz interface for users to assess comprehension dynamically.
ShopSwift – AI-Powered E-commerce Redesign
A sleek and dynamic BestBuy-inspired UI redesigned with AI-based recommendations and interactive product experiences.
Key Highlights:
- •Designed responsive product UI with dynamic carousels and AI-generated images.
- •Integrated real-time product filtering and theme toggle with persistent state.
- •Improved UX consistency with hover animations and structured grid layouts.
AWS Cloud Automation & Health Check API
A server-side health monitoring API ensuring uptime validation and database connectivity in AWS infrastructure.
Key Highlights:
- •Developed a GET-based health API to validate backend and DB availability.
- •Automated EC2 environment setup with shell scripting and MySQL configuration.
- •Integrated error handling and no-cache mechanisms for cloud reliability testing.
Pricing Team Admin Dashboard
An analytical Swing-based admin panel for dynamic price simulation, target range adjustment, and profitability insights.
Key Highlights:
- •Built modular dashboards for simulation, report generation, and analytics.
- •Enabled range-based pricing model with visualization of performance trends.
- •Centralized admin access for adjusting and tracking business metrics.