Here's a collection of my work organized by category:
Client projects and market research work done through Nimbus Research Bureau.
Conducted comprehensive market research analyzing consumer preferences, brand popularity, and market trends for ice cream brands in Bangladesh.
Data analysis of consumer preferences and market trends in the ice cream industry.
Designed end-to-end survey data analysis pipeline with data cleaning, EDA, and visualization to extract insights on student political preferences.
Comprehensive analysis pipeline for student survey data focusing on political views, reform preferences, and demographic patterns.
Research-focused projects involving machine learning, AI, and data science.
Built a complete RAG system with dual embedding (Cohere + OpenAI), OCR for Bengali, FastAPI backend, Streamlit GUI, and deployed on AWS EC2.
A sophisticated RAG system for Bengali textbook question answering with dual embedding strategy.
Developed full-stack web app with YOLOv8 model backend (FastAPI), Streamlit frontend, containerized with Docker, and deployed on AWS EC2.
A web application with a FastAPI backend and Streamlit frontend for human detection in images.
Built lightweight chat interface supporting LLaMA and DeepSeek models with CPU-optimized inference using llama.cpp.
A multi-model chat interface for LLaMA-family models and DeepSeek Coder with CPU-optimized inference.
Developed novel steganography technique with multi-layer passwords using AES-CBC encryption for tiered data protection. Published at ECCE 2025.
A novel approach for tiered information hiding with multiple password layers for enhanced security.
Side projects built for fun, learning, or solving personal interests.
Developed Monte Carlo simulation models to analyze electoral patterns and political spectrum distribution in Bangladesh elections.
Statistical Modeling for Political Analysis using Monte Carlo methods for electoral pattern analysis.
Analyzed Bangladesh political landscape using Monte Carlo simulations and statistical modeling to identify trends and patterns.
Comprehensive analysis of Bangladesh political landscape using Monte Carlo simulation and data-driven insights.
Built FPL hype tracking system analyzing player performance, transfer trends, and market dynamics with data visualization dashboard.
Fantasy Premier League hype index for tracking player performance and transfer trends.
Built modern responsive website using Vite and Bootstrap with interactive components and optimized performance.
Modern website project built with Vite and Bootstrap, featuring responsive design and interactive components.
Packages, tools, and utilities I've built.
Created Python package for automated screenshot capture and processing with advanced image manipulation features.
Python Package for Screenshot Automation with advanced image manipulation capabilities.