Julia Macmillan

– Strategic Transformation: Pioneered the Data Science function, migrating the Data Insight team from reactive reporting to a predictive, evidence-based roadmap. – RFMe & Customer Centricity: Introduced a proprietary RFMe framework to drive deeper behavioral insights, leveraging it for Churn Prediction and Customer Lifetime Value (CLV) forecasting. – Product Readiness: Engineered production-ready ML pipelines in Azure/Databricks, ensuring model logic and outputs were optimized for engineering deployment and governance. – Causal Analysis: Applied Causal Impact to validate the impact of interventions, distinguishing between organic trends and specific strategic actions.

– Agile Collaboration: Worked within a multi-disciplinary team, collaborating closely with Business Analysts (BAs) to ensure technical outputs met complex national requirements. – Operational Efficiency: Contributed to a team effort that automated critical reporting pipelines to facilitate real-time public health decision-making for national leadership.

– Policy Impact: Identified causal effects in national datasets to evaluate intervention efficacy, informing pandemic surveillance strategies.

– Collaborative Development: Integrated multi-source datasets for a recommendation engine deployed via AWS Lambda.

– Statistical Modelling: Analyzed genomic and time series data using Survival Analysis and advanced statistical modeling in R.

– Clinical Validation: Validated Oxford research models for Parkinson's; implemented ML for ICU actionable intelligence. – Strategic Reporting: Developed ETL Tableau dashboards presenting business metrics (KPIs/OKRs) to the Board.

– Contract: Project Lead @ Powys County Council (PCC): Led the delivery of public-sector digital infrastructure. Sourced, hired, and managed a multi-disciplinary team of programmers and QA engineers, ensuring strict compliance with accessibility and security standards. – Contract: Pre-Sales Technical PM @ Natterbox: Managed technical relationships for Tier-1 institutions (Deutsche Bank, Berenberg). Conducted software demonstrations for executive stakeholders and liaised directly on client requirements. – Contract: Data Insight & Research @ IR Magazine: Conducted primary research interviews with analysts and investors to extract market sentiment. Translated survey data and qualitative interviews into published articles and article-ready data insights. – Contract: Web Developer @ Cyecandy: Built a specialized e-learning website for The Priory School's (Shorpshire) IT department. Managed the end-to-end delivery, ensuring the platform met the specific academic rigor required for high-attaining learners.