AI-Driven Hospital Flow & Bed Management Digital Twin
An event-driven hospital digital twin that simulates triage, forecasts arrival surges and optimises ICU and ward bed occupancy.
- Year
- 2026
- Area
- Machine Learning
- Status
- Completed
What I built
- Built an event-driven 3D hospital digital twin.
- Simulated patient triage and forecasted patient arrival surges.
- Optimized ICU and ward bed occupancy.
- Developed a High-DPI isometric Canvas visualizer.
- Implemented real-time telemetry, 45-bed occupancy states, and dynamic patient pathfinding.
More projects

2026 — AI Engineering | LLM Engineering | RAG | Full-Stack Development
Enterprise IT Helpdesk AI Agent!
Built using RAG, FastAPI, React, Qdrant, and Groq, this project features intelligent document retrieval, reranking, real-time streaming, source citations, and JWT authentication.
- Python
- TypeScript
- React 19
- FastAPI
- Tailwind CSS
- +17
Read case study Code
2026 — Generative AI
AI-Powered Intelligent Brochure Generator
An autonomous pipeline that scrapes a company's website, extracts brand intelligence with LLMs and produces a designed multi-page PDF brochure.
- Python
- Groq LLM
- Hugging Face
- Streamlit
- BeautifulSoup
- +2
Read case study Code