Some of the projects I've worked on include software development, machine learning, and web applications.
2025
DocuMind-RAG: Intelligent PDF Assistant (April 2025 - May 2025)
A conversational PDF assistant built using Retrieval-Augmented Generation (RAG) for intelligent document interaction.
- Built a conversational assistant using RAG for natural language querying of PDF documents
- Integrated LLMs for contextual answer generation and FAISS for semantic search on embedded document chunks
- Developed a clean, interactive UI with Streamlit for real-time PDF analysis and question answering
2023-2024
CUET Hall Service (September 2023 - January 2024)
A comprehensive hall management system designed to streamline services in university dormitories.
[GitHub Repository]
- Architected three-panel system (Admin, Student, Service Provider) using Laravel for streamlined hall service management
- Implemented comprehensive admin panel with user management and request approval workflow features
- Developed student portal for service requests with priority levels and real-time status tracking notifications
- Created service provider interface with task management and automated report generation capabilities
2022-2023
T20 Score Predictor (October 2022 - January 2023)
A machine learning-based cricket score prediction system that forecasts team totals based on match statistics.
[GitHub Repository]
- Built interactive web interface using Flask and implemented XGBoost regression model for cricket score predictions
- Designed feature engineering pipeline to transform match data into predictive variables
- Created user-friendly interface for real-time score forecasting during matches
Fruit And Vegetable Recognition (October 2022 - January 2023)
A CNN-based classification system that can identify various fruits and vegetables from images.
[GitHub Repository]
- Implemented fine-tuned VGG-19 architecture achieving 94% classification accuracy across 136 classes
- Developed robust image preprocessing pipeline for handling various lighting conditions and backgrounds
- Optimized model parameters for improved performance and reduced computational requirements
NOKSHA: E-commerce Platform (May 2022 - September 2022)
A full-stack e-commerce platform specializing in clothing and fashion products.
[GitHub Repository]
- Built full-stack e-commerce platform with user authentication and profile management system
- Implemented responsive product catalog with search, filtering and shopping cart features
- Developed secure payment processing and order tracking functionality
2021
Electricity Billing System (January 2021 - February 2021)
A utility management application for calculating and generating electricity bills.
[GitHub Repository]
- Developed comprehensive billing calculation system based on tiered consumption rates
- Created automated billing generation based on consumption data
- Implemented user management for both administrators and customers
Projects by Domain
Web Applications
- CUET Hall Service - Hall management system using Laravel
- NOKSHA - E-commerce platform using MERN stack
- T20 Score Predictor - Cricket score prediction web interface
Machine Learning & Computer Vision
- Fruit And Vegetable Recognition - CNN-based image classification
- T20 Score Predictor - XGBoost regression for sports analytics
Desktop Applications
- Electricity Billing System - Java-based utility management