Projects
Selected work, outcomes, and live examples.
A separate page for the portfolio work itself, with the same CMS-driven content you see on the home page.
Work
Featured projects
Act On Climate
Built an AI-powered RAG chatbot for Act on Climate that enables users to access climate resources, jobs, events, and community information through natural language conversations. Designed the complete AI pipeline, including knowledge base creation, semantic search, LLM integration, and FastAPI deployment.
- Production-ready RAG pipeline
- Accurate context retrieval
- Natural language question answering
- Optimized response generation
- Scalable AI architecture
Craft AD
Developed an AI-powered multilingual content generation platform that creates logos and posters in Bengali and Hebrew. Built a scalable FastAPI backend with Redis and Celery to handle asynchronous AI generation workflows.
Yolo Heat
Developed and integrated an AI-powered chatbot for the Yolo Heat platform. The chatbot provides intelligent conversational assistance, answers user queries in real time, and enhances the overall user experience through natural language interactions. Built with a scalable backend architecture to support future platform features.
- AI Chatbot Integration
- Natural Language Processing
- Real-time Responses
- API Development
- User Support Automation
Joy Beach Villas AI Assistant
Describe the project here.Designed and developed a Retrieval-Augmented Generation (RAG) chatbot for Joy Beach Villas. The AI assistant answers guest questions using the resort's knowledge base, including accommodation details, amenities, booking information, FAQs, transportation, nearby attractions, and resort policies. The chatbot delivers context-aware, accurate responses through semantic search and LLM-powered generation, improving customer support and reducing repetitive inquiries. :contentReference[oaicite:0]{index=0}
- RAG Chatbot Development
- Knowledge Base Integration
- Semantic Search
- Context-Aware Responses
- Customer Support Automation
- AI Integration
Plan Doctor AI
AI-powered plant disease detection system that analyses leaf images to identify plant diseases, estimate confidence scores, and provide treatment recommendations. Built with deep learning and deployed as a scalable web application with a FastAPI backend for real-time inference.
- Real-time disease detection
- High-confidence image classification
- Treatment recommendations
- Fast API response
- Cloud deployment
- Scalable inference service
- Improved crop health monitoring
- User-friendly diagnosis
- AI-powered agriculture
- Production-ready API