🛠️ Projects

Some of the projects I've worked on include software development, machine learning, and web applications.

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.
PythonStreamlitLangChainLLMsFAISSSentence-Transformers

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.
LaravelMySQLBootstrapCSSPHP

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.
PythonNumPyPandasMatplotlibXGBoostStreamlit

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.
PythonTensorFlowVGG-19

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.
MongoDBExpress.jsReact.jsNode.js

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.
JavaJava Swing