Data consulting company

• Developed an AI-powered application using vector similarities and embeddings to align Woolworths products with competitors, boosting market competitiveness
• Built a promotion forecast API with Python, Docker, and GCP, implementing scalable microservices architecture
• Utilized AI tools (Claude, Gemini) to optimize project scoping and accelerate efficient code development
• Designed an elasticity model with historical demand data to simulate pricing scenarios, improving forecasting accuracy
• Enhanced data pipelines for promotion forecasting by integrating discount mechanics and sales data for data-driven decisions

Startup in the aviation industry

• Engineered a Retrieval-Augmented Generation web application for aviation, enabling precise responses from flight documentation and NOTAMs
• Developed a Python-based Flask API and NextJS front-end, containerized with Docker and hosted on GCP for scalable microservices
• Integrated ChatGPT and Langgraph to enhance NLP for context-aware AI agents in aviation
• Contributed to aviation technology innovation by developing efficient AI frameworks during startup growth

Analyst in the NAB Cloud Guild team

• Supported NAB Cloud Guild and Engineering Foundation with cloud-based projects and RESTful API integrations
• Analyzed product and system data to streamline banking operations and enhance decision-making
• Collaborated with cross-functional teams to deliver data-driven process improvements using Python
• Contributed to EthicalAI framework development with Python and Jupyter for fair AI practices
• Automated data pipeline to identify expired cloud certifications using Python and SQL

Automative company in Munich, Germany

• Engineered communication systems for electric vehicles, including a High-Voltage Battery system with interactive GUI
• Optimized manufacturing workflows through automation prototypes, enhancing system reliability

Part time AI, full time foodie

• In my free time, my partner and I are foodie influencers that explore for trending cafes and searching for hidden gems in Melbourne
• To record our adventures, I coded a website to record all the restaurants, activities and places that we have visited in the past

University Research in Human Robot Interaction

• Conducted research in the development of a gesture recognition system to improve human-robot interaction and published a peer review academic paper for ICRA 2022
• Developed a frontend application using Vue.js and Node.js for data collection
• Developed a gesture recognition system using Python and PyTorch
• Integrated the proposed system onto ROS (Robot Operating System) in Linux, allowing humans to communicate with robots using gestures