Projects

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

Machine Learning, AI, NLP & Computer Vision

2026

Voice Cloning & Text-to-Speech

This was a experimental and non-commercial fun project. Tried to do voice cloning and speech synthesis around a fine-tuned F5-TTS model. Adapted to a single speaker, it generates speech from text through an interactive web demo.

Speech NLPMachine LearningVoice CloningSpeech SynthesisF5-TTSNLP

Code Demo

2026

Automatic Bangla Longform Audio Transcription System with diarization

Robust Bangla longform ASR system using Whisper which returns the transcriptions and English translation diarized by speaker. The system is capable of generating CSV/Excel outputs from audio inputs.

Bangla NLPSpeech NLPWhisperASRNLPMachine Learning

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 AgricultureNLPMachine Learning

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 InteractionNLPMachine Learning

Code Demo

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 NLPWav2Vec2WhisperASRNLPMachine Learning

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 ClassificationRoBERTaONNXMachine Learning

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 VisionYOLOv8RoboflowStreamlitMachine Learning

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 FaceMachine Learning

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 MLMachine Learning

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