Selected work
15 projects delivered for enterprise and government clients, 2018–2026. Each one lists the challenge, the approach and the outcome.
Showing 15 of 15 projects
Designed and delivered an Agentic AI automation framework in ServiceNow to streamline end-to-end HR request processing.
Designed an evaluation framework to systematically measure the accuracy, relevance, groundedness, and safety of AI responses generated by Aware Super's multi-agent RAG system over Azure AI Search, benchmarked against a curated golden dataset.
Led a 10-day independent audit of a global mining company's enterprise Databricks Lakehouse platform across three pillars (Ingestion, Data Governance, Technical Governance), delivering evidence-backed findings from production environment analysis of 16,000+ tables across two AWS regions and three stakeholder workshops.
Built a governed, security-hardened Google Cloud environment for AI/Vertex AI PoCs, fully as Terraform IaC — Shared VPC with default-deny egress + per-PoC isolation, least-privilege IAM (service-account impersonation), org-policy guardrails, IAP bastion, audit logging and cost budgets, with a reusable project factory to onboard new teams in minutes under security guardrails by default.
Data model products were developed for Chevron’s Data Analytics Platform to support Mobile Inspections, Engineering Documents, and Equipment management.
Developed an AI-powered information retrieval system for Education Victoria using Generative AI, OpenAI, and the LangChain framework.
Sophie.
Developed and implemented segregation rules for Suncorp's Data Lake to ensure secure and efficient handling of banking and insurance data.
Implement the 5 seconds settlement as per the government regulation.
MRL is a Coles data cache, it leveraged across multiple use cases for services and core merchandise data for Coles group.
Over 1 million smart energy meters generate data and send it every 5 mins interval to Azure IoT hub.
Salesperson will use mobile app to create the lead through voice commands.
Due to Covid-19 people are scared to use public touch screens/buttons.
The aim of this project is to make it easy for Data Scientists to be able to easily provision all the resources needed to replicate, explore, and potentially build from our project on an inner source version.
Design and develop Telstra BI2020 project.