Projects
Things I've built
10 projects spanning LLM applications, computer vision research, and production full-stack platforms — most with live demos or open-source code.
AI & LLM
FeaturedAI Doctor Assistant
A comprehensive SaaS platform that revolutionizes medical consultations through AI-powered voice interactions, providing intelligent symptom analysis and automated report generation.
- LLM-based symptom analysis for natural doctor-patient conversations
- Real-time speech understanding with VAPI Voice Assistant + OpenRouter AI
- Automatic medical report generation (symptoms, prescriptions, advice, summary)
Machine Learning
FeaturedTimeClipAI: Real-Time Action Classification
Advanced deep learning framework for real-time video analysis, achieving state-of-the-art performance in temporal action localization across multiple benchmark datasets.
- Real-time action classification and time segmentation in videos
- Support for EGTEA, EPIC-Kitchen 100, THUMOS'14, CricShot10 datasets
- Pre-trained I3D features for efficient training/testing
AI & LLM
FeaturedDeshiPlate AI: Bangladeshi Food Recognition
An intelligent food recognition platform leveraging deep learning to identify 33 traditional Bangladeshi dishes, providing instant nutritional insights and personalized health recommendations.
- AI-powered recognition of 33 traditional Bangladeshi dishes
- Custom-curated dataset of Bangladeshi cuisine for model training
- NextViT deep learning architecture achieving 89.76% accuracy
AI & LLM
FeaturedSHOBDOTORI: Regional-to-Standard Bangla Speech Recognition
Developed an Automatic Speech Recognition (ASR) platform that transcribes diverse regional Bangladeshi dialects into standard Bangla. Leveraging transformer-based speech models, phoneme alignment, audio augmentation, and n-gram post-processing, it achieves high transcription accuracy and competitive performance on benchmark evaluations.
- Automatic transcription of 20 regional Bangladeshi dialects into standard Bangla
- Curated dataset with 3,800+ audio samples
- Transformer-based models: Whisper and Wav2Vec2
Full-Stack
FeaturedInterviewBD: Interview Preparation Platform
A comprehensive interview preparation ecosystem where professionals share authentic interview experiences, enabling job seekers to prepare effectively with field-specific questions, verified contributors, and collaborative learning features.
- Hierarchical content organization with fields, categories, and Q&A system
- Profile verification and badge system for credible contributors
- Real-time messaging with online status and activity tracking
AI & LLM
FeaturedDaily English Vocabulary Platform
A comprehensive English learning platform that leverages Google Gemini AI to generate daily vocabulary tests, featuring intelligent progress tracking, sequential learning paths, and personalized word-saving capabilities for effective language mastery.
- AI-generated daily vocabulary tests using Google Gemini 3.0 Flash
- Registration date-based test access with sequential learning enforcement
- Comprehensive progress tracking with score history and analytics
AI & LLM
FeaturedEducational Chatbot using RAG
An innovative educational tool leveraging Small Language Models and RAG architecture to provide accessible learning support for underserved communities, with offline capability.
- Lightweight SLM architecture for device-efficient operation
- Web-based interface for easy accessibility
- 75% accuracy on 4,000-question dataset validated with RAGChecker
Machine Learning
Road Accident Analysis System
Comprehensive machine learning pipeline for emergency response optimization, comparing multiple algorithms to achieve high accuracy in critical medical predictions.
- Predictive models for patient status and injury type classification
- Comparative analysis: Logistic Regression, Decision Tree, SVM, XGBoost, Random Forest
- Achieved 99.1% accuracy for patient status prediction
Full-Stack
Agile-Driven Movie Reservation Website
Professional web application demonstrating modern development practices, built by a 5-member team following Agile principles with comprehensive testing and documentation.
- Complete movie browsing and reservation system
- Frontend/backend architecture with MVC pattern
- RESTful API design for seamless communication
Web
Viper Travel Booking Website
Complete travel management system with robust database operations, providing users with seamless booking experiences and travel planning capabilities.
- Comprehensive travel booking functionality
- SQL-based CRUD operations for data management
- User authentication and session management
Get in touch
Have a project in mind?
From RAG pipelines to full-stack AI products — I'd love to hear what you're building.