EXPERIENCE
Research. Build. Ship.
An engineering career across live entertainment, property, healthcare, and consumer products. The common thread: turning data and models into useful systems.
Download résuméMar 2026 — PresentTEG / TicketekMachine Learning EngineerSydney
- Productionised pricing and forecasting pipelines, increasing within-10% prediction performance by 15.9 percentage points.
- Built Stella with 3 agents, 6 tools, and 5 external services; supporting 50K+ monthly sessions, up to 68% engagement, and 6.9% purchase conversion.
- Deployed analytics workflows on Snowflake and GCP to deliver pricing recommendations and commercial insights for sporting events.
Jun 2025 — Mar 2026Forethought FactoryTechnical PartnerSydney
- Led the ParkingOath MVP: a voice-controlled peer-to-peer parking app built with React Native and Expo.
- Architected Firebase authentication, database schemas, and real-time pipelines on GCP; implemented a secure parking booking voice agent.
Dec 2025 — Mar 2026MicroburbsMachine Learning EngineerSydney
- Improved AVM performance by 12.47% with a weighted ensemble and residual correction, outperforming Domain’s AVM by 11.21%.
- Built confidence estimation with quantile bootstrap regression and engineered spatial, temporal, and market-driven features.
Oct 2024 — Apr 2025SeeMePleaseAnalyst ProgrammerSydney
- Built an accessibility-friendly client page for user-testing video reviews, integrated with Contentful CMS.
- Automated user-testing KPI reporting in Looker Studio with Google Apps Script pipelines.
Dec 2024 — Feb 2025EvidentliData Scientist · Part-timeSydney
- Built LLM pipelines for electronic clinical quality measures and clinical value-set retrieval.
- Converted free-text clinical requirements into standardised JSON configurations with PostgreSQL storage.
Jan 2023 — Jun 2023ZomatoProduct AnalystGurugram
- Scaled Legends daily GMV 2.3× with an analytics-based demand forecasting system and an average yield loss of 0.8%.
- Developed personalised food recommendations for the top-charts category.
Aug 2022 — Jan 2023NSUTAI ResearcherDelhi
- Published 12 peer-reviewed research papers applying AI to healthcare, cybersecurity, and renewable energy.
- Evaluated LightGBM, CatBoost, Extra Trees, TabNet, and TabTransformer with ensembles and hyperparameter optimisation.
03 / SKILLS
Skills across the stack.
From modelling and orchestration to cloud infrastructure and the interface people interact with.