Portfolio
AI projects aren't built on code alone, but on curiosity, patience, and a thousand tiny experiments.
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ChemQuery: Learn Molecules Easily
ChemQuery is a free and open-source chemistry learning tool built as part of an educational initiative to support students worldwide. ChemQuery is Powered by PubChem & PubChemPy — designed to make chemistry learning simple and fun for students, teachers, and curious minds alike.
AgriBuddy
AI-powered agent-based agricultural assistant system for Bangladeshi farmers using RAG and Vision Models
Prototype system design of Bengali humor in Unmad style
A Bangla satirical chatbot inspired by Unmad magazine's comedic, sarcastic writing style. It takes a user's question, retrieves relevant Bangla text snippets from a knowledge base, and answers with humorous, exaggerated, and witty satire never in a direct, serious tone.
Custom Training YOLOv8 to detect Vehicle, Pedestrians, and Signboards
Fine‐tuned YOLOv8n on a custom dataset from video frames, auto‐labeled with Roboflow, and deployed on Hugging Face Spaces Streamlit, and locally without API support.
Bengali Speech Recognition with Regional Dialects
My master's thesis involved building a regional speech corpus and fine‐tuning Wav2Vec2 for Bengali dialect transcription. The project led to a datathon using a dataset checkpoint, after which I fine‐tuned a Whisper model and deployed it on HuggingFace Space.
Multi-label Film Genre Classifier
Scraped movie and TV data to build a multi-label genre classifier, fine-tuned a transformer model, converted it to ONNX for faster inference, and deployed it via Flask on HuggingFace Space and OnRender.
Automatic Bengali Transcription System
A robust Bangla speech recognition system has been prototyped, achieving exceptional transcription accuracy. We are now in the deployment phase, aiming to provide a user‐friendly web interface for generating CSV/Excel outputs from audio inputs
Titanic EDA and Survival Prediction
This project analyzes factors like age, class, and gender affecting Titanic survival and predicts passenger survival chances based on given features using different machine learning algorithms.
Parrot Classifier
Scraped parrot species images, fine‐tuned a fast.ai classifier (93% accuracy on 60 species), deployed on Hugging Face Spaces, and integrated the API into another custom website.
Demographics of Best CS Scientists Worldwide
This project involved web scraping from a dynamic site and using Tableau to analyze top computer scientists, highlighting key research regions and institutions.
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Last 100+ years of Earthquake Data Scraping Analysis and Visualization
Scraped earthquake data from a website covering Bangladesh and neighboring countries, cleaned, curated, and visualized insights using Tableau.
A prototype system design of Heart Disease Detection using Horizontal Federated Learning with Random Forest
Horizontal Federated Random Forest for Heart Disease Detection from Decentralized Data