Sunchuangyu (Rin) Huang

South Australia Police · Adelaide, SA

Anchored in first-principles thinking and strategic planning, I develop analytical models and statistical frameworks that translate SAPOL's complex policing data into authoritative, decision-ready intelligence for the Ethical and Professional Standards Branch.

• ·Applying first-principles thinking to break complex data challenges to their core, then rebuilding structured analytical roadmaps from the ground up.
• ·Providing expert strategic advisory to senior leadership on data and reporting proposals, driving evidence-based recommendations.
• ·Establishing core data as the single source of truth for management information, strategic planning, and parliamentary reporting.

Consumer and Business Services (CBS), Attorney-General's Department SA · Adelaide, SA

Using strategic thinking to design risk-based intelligence frameworks and compliance schedules — then applying statistical analysis to make those frameworks data-driven. Built Consumer and Business Services' analytics capability from scratch, turning fragmented multi-source data into dashboards and GIS maps used by Senior Management and the Minister's Office.

• ·Designed risk-based intelligence frameworks and operational schedules for tobacco, building work, and product safety compliance — guided by strategic thinking rather than routine cycles.
• ·Developed repeatable SOPs and data validation frameworks so institutional intelligence is no longer trapped in spreadsheets or any individual's memory.
• ·Established data-sharing MOUs with SAPOL, ITEC, and federal agencies — the first of their kind within the team.

University of Melbourne — Psychiatry · Parkville, VIC

Led full-stack development of MoodQ, a mental health mobile app — migrating from Uniapp to Expo React Native, building the clinician dashboard, and managing the AWS infrastructure across 18 months before a successful handover to a professional team.

• ·Migrated application from Uniapp to Expo React Native, improving performance across iOS and Android.
• ·Built clinician frontend dashboard for structured patient data management.
• ·Reduced hosting costs by ~$500/month through deliberate AWS RDS + LightSail choices.

WEHI · Parkville, VIC

Automated flow cytometry analysis pipelines using cloud and HPC, developed test infrastructure to improve research reproducibility, and contributed to the open-source celseq2 workflow toolkit.

• ·Automated flow cytometry data analysis using cloud and HPC, reducing manual processing overhead.
• ·Developed test infrastructure that improved reproducibility of genomics research outcomes.
• ·Contributed to the open-source celseq2 toolkit, extending benefit to the broader scRNA-seq community.

CSIRO · Melbourne, VIC

Collaborated with Dr. Vassili Kitsios on climate-economic research, developing AR time series models to quantify how ENSO patterns could amplify commodity price volatility and food security-induced conflict risk.

• ·Developed AutoRegressive time series models with rolling window forecasting for ENSO-commodity analysis.
• ·Delivered insights connecting climate change patterns to global food security risk.
• ·Bridged communication between University of Melbourne faculty and CSIRO research leadership.

CSL (CSL Behring) · Melbourne, VIC

Applied Python automation and unsupervised clustering (T-SNE, DBSCAN, UMAP) to HPLC laboratory data, reducing processing time and improving confidence in medical research data quality.

• ·Reduced HPLC result processing time through a purpose-built Python automation script.
• ·Applied T-SNE, DBSCAN, and UMAP to identify hidden patterns in complex medical datasets.
• ·Led Agile ceremonies, supporting the team's delivery rhythm across the project lifecycle.