Agentic RAG Advisor for Health & Culture Tourism
RAG assistant with intent classification, hybrid retrieval, retrieval grading and re-query.
- Python
- LangGraph
- vLLM
- Qdrant
- 5 more
Projects
Case studies from research question to running system, with a link to the paper where there is one.
Regulation-Grounded OHS Assistant
Legislation-grounded Q&A with query expansion, multi-stage retrieval and reranking.
- vLLM (Qwen, Llama, Gemma)
- LangGraph
- Qdrant
- PostgreSQL
- 2 more
Turkish NL2SQL Analyst Agent
Metadata-first NL→SQL agent: plan, synthesise, validate and re-plan across SQL dialects.
- vLLM
- Oracle
- MSSQL
- schema graph
- 2 more
Agentic Knowledge Base with MCP
Hybrid wiki + AI memory layer shared by people and AI agents via MCP, kept in sync by ingestion agents.
- Obsidian
- Supergateway
- MCP servers
- Python
Diagnosis-Based Supply Chain Forecasting
Benchmarks statistical, ML and deep-learning forecasters for pharmaceutical stock.
- Python
- Pandas
- TensorFlow
- statsmodels
Drone-Based Campus Pollution & Crowd Monitoring
Drone imagery analysed with YOLO detectors to monitor pollution and crowd density on campus.
- Python
- YOLO v8/v11
- OpenCV
- PyTorch