Projects

AI projects aren't built on code alone, but on curiosity, patience, and a thousand tiny experiments.

Machine Learning, NLP & Computer Vision

2025

AgriBuddy — Agentic AI System for Bangladeshi Agriculture

AI-powered agent system for Bangladeshi farmers: RAG-based Bangla advisory, CNN rice disease detection, mobile-first PWA. Runner-up at National AI Hackathon 2025.

Bangla NLPAgentic AIRAGComputer VisionSmart Agriculture

Paper Code

2025

Bangla Satirical Chatbot — Unmad Style (USB)

A RAG-powered Bangla satire chatbot inspired by Unmad magazine — retrieves snippets from a knowledge base and responds with humorous, exaggerated witty satire.

Bangla NLPRAGLarge Language ModelsHuman-Computer Interaction

Code Demo

2024

Automatic Bengali Transcription System

Robust Bangla ASR system using Whisper; deployment targets a web interface generating CSV/Excel outputs from audio inputs.

Bangla NLPSpeech NLPWhisperASR

Code

2024

Bengali Speech Recognition with Regional Dialects

M.Sc. thesis project — regional speech corpus for Bengali dialects, fine-tuned Wav2Vec2 and Whisper models, live ASR demo deployed on Hugging Face.

Bangla NLPSpeech NLPWav2Vec2WhisperASR

Paper Code Demo

2024

Multi-label Film Genre Classifier

Scraped movie/TV data, fine-tuned RoBERTa for multi-label genre classification, converted to ONNX, deployed via Flask on Hugging Face Space and Render.

NLPText ClassificationRoBERTaONNX

Code Demo

2024

Road Object Detection with YOLOv8

Fine-tuned YOLOv8n on a custom Bangladeshi road dataset; detects vehicles, pedestrians, and signboards. Deployed on Hugging Face Spaces (Streamlit).

Computer VisionYOLOv8RoboflowStreamlit

Code Demo

2023

Parrot Species Classifier

Fine-tuned a fast.ai classifier achieving 93% accuracy across 60 parrot species; deployed via Hugging Face API integrated into a custom website.

Computer Visionfast.aiWeb ScrapingHugging Face

Code Demo

2022

Heart Disease Detection using Horizontal Federated Learning

Federated Random Forest combining decentralized hospital data for heart disease detection — 7.1% accuracy improvement over baseline.

Federated LearningHealthcare AIRandom ForestPrivacy-Preserving ML

Paper Code

Data Science & Analytics

2025

Aviation Accident Risk Analysis & Business Recommendations

Tableau dashboards and ML analysis of aviation accident data to identify low-risk aircraft and safer practices for the aviation industry.

Data ScienceTableauBusiness Intelligencescikit-learn

Code Demo

2024

Titanic EDA and Survival Prediction

Exploratory data analysis of Titanic passenger data; survival prediction using multiple ML algorithms (age, class, gender).

Machine LearningExploratory Data Analysisscikit-learn

Code

2023

Demographics of Best CS Scientists Worldwide

Web-scraped a dynamic site and used Tableau to analyse top global computer scientists, highlighting key research regions and institutions.

Web ScrapingTableauData ScienceSelenium

Code Demo

2023

100+ Years of Earthquake Data — Scraping, Analysis & Visualization

Scraped a century of earthquake records for Bangladesh and neighbouring countries, cleaned and curated the dataset, then surfaced the insights through Tableau dashboards.

Web ScrapingData ScienceTableauSelenium

Code Demo