Projects
Innovative AI and Full-Stack Development Work
10 Total Projects
Detailed showcase of my development and research work
AI Doctor Assistant
FeaturedA comprehensive SaaS platform that revolutionizes medical consultations through AI-powered voice interactions, providing intelligent symptom analysis and automated report generation.
Key Features:
- •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)
- •Clerk authentication for secure access
- •NEON PostgreSQL + Drizzle ORM for robust data operations
- •SaaS-ready architecture: dashboards, doctor listings, pricing, health tips
- •Deployed on Vercel for global accessibility
Technologies:
TimeClipAI: Real-Time Action Classification
FeaturedAdvanced deep learning framework for real-time video analysis, achieving state-of-the-art performance in temporal action localization across multiple benchmark datasets.
Key Features:
- •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
- •Offset Scoring Network (OSN) for refined action boundary predictions
- •State-of-the-art performance with robust generalization
- •Optimized for both accuracy and inference speed
Technologies:
DeshiPlate AI: Bangladeshi Food Recognition
FeaturedAn intelligent food recognition platform leveraging deep learning to identify 33 traditional Bangladeshi dishes, providing instant nutritional insights and personalized health recommendations.
Key Features:
- •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
- •Real-time inference engine for instant food classification from images
- •Personalized nutrition recommendations based on classified dishes
- •Health suggestions tailored to identified food items
- •NEON PostgreSQL + Drizzle ORM for scalable data operations
- •Modern, responsive UI deployed on Vercel
Technologies:
SHOBDOTORI: Regional-to-Standard Bangla Speech Recognition
FeaturedDeveloped 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.
Key Features:
- •Automatic transcription of 20 regional Bangladeshi dialects into standard Bangla
- •Curated dataset with 3,800+ audio samples
- •Transformer-based models: Whisper and Wav2Vec2
- •Phoneme alignment and audio data augmentation for robust learning
- •N-gram KenLM post-processing for fluent and linguistically correct transcriptions
- •Performance evaluation using Normalized Levenshtein Similarity (NLS)
- •AI Hackathon project under Televerse 1.0, CUET (Department of ETE)
Technologies:
InterviewBD: Interview Preparation Platform
FeaturedA 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.
Key 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
- •Three-tier role management: Admin, Moderator, and User permissions
- •Advanced search, filtering, and like/bookmark functionality
- •Comprehensive moderation tools with reporting and analytics dashboard
- •JWT authentication with email verification and PostgreSQL + Drizzle ORM
- •Deployed on Vercel with fully responsive design
Technologies:
Daily English Vocabulary Platform
FeaturedA 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.
Key Features:
- •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
- •Save word feature with full CRUD operations and search functionality
- •Personal notes system for saved words with case-insensitive filtering
- •JWT-based authentication with secure password hashing
- •Automated daily test generation via Vercel Cron Jobs
- •Neon PostgreSQL + Drizzle ORM for persistent data storage
Technologies:
Educational Chatbot using RAG
FeaturedAn innovative educational tool leveraging Small Language Models and RAG architecture to provide accessible learning support for underserved communities, with offline capability.
Key Features:
- •Lightweight SLM architecture for device-efficient operation
- •Web-based interface for easy accessibility
- •75% accuracy on 4,000-question dataset validated with RAGChecker
- •Offline capability for areas with limited internet connectivity
- •Supports underserved communities in learning
- •Retrieval-Augmented Generation for accurate responses
Technologies:
Road Accident Analysis System
Comprehensive machine learning pipeline for emergency response optimization, comparing multiple algorithms to achieve high accuracy in critical medical predictions.
Key Features:
- •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
- •89% accuracy for injury type classification
- •Data preprocessing and feature engineering pipeline
- •Insights for improving emergency response strategies
Technologies:
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.
Key Features:
- •Complete movie browsing and reservation system
- •Frontend/backend architecture with MVC pattern
- •RESTful API design for seamless communication
- •Comprehensive code documentation using JSDoc
- •Unit and integration testing with Jest
- •Agile Scrum methodology with sprint planning and retrospectives
- •Team collaboration using Git and Trello
Technologies:
Viper Travel Booking Website
Complete travel management system with robust database operations, providing users with seamless booking experiences and travel planning capabilities.
Key Features:
- •Comprehensive travel booking functionality
- •SQL-based CRUD operations for data management
- •User authentication and session management
- •Search and filter capabilities for destinations
- •Booking history and management features
- •Responsive design for mobile and desktop