Planning Compliance Automation Platform
Lead AI Architect · Apr 2025 - Present
Reduced manual planning review time by >70% with cited, audit-ready outputs.
- Azure OpenAI
- Azure AI Search
- FastAPI
- React
- LangGraph
- DeepEval
- +4
projects
Selected work
Production AI systems I've designed and delivered across LLMs, RAG, forecasting, computer vision, and real-time agents.
Enterprise Knowledge Retrieval Assistant (RAG)
AI Architect · Oct 2024 - Feb 2025
<1.8s latency RAG assistant; ~30% reduction in Tier-2 escalations.
- Azure OpenAI
- Azure AI Search
- Python
- LangChain
- Azure Functions
- Blob Storage
Real-Time Voice Agent with CRM Integration
AI Architect · Feb 2025 - Mar 2025
Live voice agent prototype with mid-conversation CRM read/write via MCP tools.
- Vertex AI
- Gemini real-time
- LiveKit
- MCP
- Python
- FastAPI
- +2
La Trobe Energy Analytics Platform (LEAP)
Data Scientist · Jan 2023 - Jan 2024
Cloud forecasting platform supporting campus-wide energy optimisation.
- Azure
- Databricks
- XGBoost
- PyTorch
- MLFlow
Clinical Note-taking from Doctor-Patient Conversations
Data Scientist · Jun 2023 - Jun 2024
NLP/LLM system extracting structured clinical attributes from transcripts.
- Python
- LangChain
- Hugging Face
- Azure OpenAI
- DeepEval
Waste Management Plan Automation
Data Scientist · Jan 2023 - Jun 2024
Computer vision + ML system that classifies waste and drafts management plans.
- Python
- OpenCV
- TensorFlow
- Flask
- Azure