featured projects
view moreConversational AI Platform
Multi-modal marketing platform with conversational interface serving 300+ users. Features automated creative generation, BigQuery integration, and rich UI for exploring insights through dialogue.
PythonTypeScriptLLMBigQueryGCPConversational AI
ML Product Matching System
Production ML system achieving 95% competitor coverage across retail products. Delivered $622K annualized benefit through automated product matching and classification.
PythonMachine LearningNLPGCPSQL
recent posts
view moreExperience
Apr 2025 - Present
Senior Data Scientist - Generative AI
Quantium
- • Designed and deployed multi-modal marketing platform with conversational interface serving 300+ users, automating creative generation as primary technical contact
- • Built custom Model Context Protocol (MCP) server enabling secure conversational BigQuery access across analytics workflows
- • Built LLM-based negotiation assistant automating research and summarisation, enabling commercial teams to explore insights through dialogue and rich UI artefacts
- • Developed and delivered course on building and deploying AI systems to junior data scientists and engineers
Mar 2023 - Mar 2025
Data Scientist - Generative AI
Quantium
- • Built production classification system processing 2M+ customer comments annually as technical lead, implementing active feedback loops for continuous improvement
- • Delivered ML-driven product matching app with 95% competitor coverage, achieving $622K annualised benefit
- • Automated refund classification pipeline using AI risk analysis, saving $400K per year
Feb 2022 - Feb 2023
Graduate Data Analyst
Quantium
- • Developed Python applications and SQL pipelines for large-scale retail optimisation models
- • Analysed sales, demand transfer, and range performance across major retail clients
Education
2018 - 2021
Bachelor of Science and Advanced Studies
University of Sydney
- • Physics & Philosophy (Double Major)
- • First Class Honours
- • Astrophysics Honours: Deep Learning Applied to Galaxy Morphology and Kinematics