Adrian Kay
Senior Data Scientist @Madison International Realty
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WORK HISTORY
Senior Data Scientist @Madison International Realty
Designed predictive modeling prototypes for investment use cases, including multi-year CPPI growth forecasting using machine learning models and ensembles, multiple ranking methodologies, and backtesting frameworks to validate model performance.• Delivered analytics dashboards and ML insights through a web-based application, providing stakeholders with experiment tracking, ranking outputs, feature importance, cross-validation performance, and data quality diagnostics.• Developed a comprehensive model lifecycle management system using MLflow, enhancing tracking and reproducibility of experiments, which improved stakeholder confidence.• Spearheaded RealPage onboarding in Q4 2025, mentoring Junior Data Scientist and interns, which enhanced team productivity and established robust production standards.• Automated an ETL pipeline using Microsoft Fabric and Python, transforming unstructured data from over 20 web sources into structured SQL tables. This initiative reduced data processing time by 90% within three months, enabling real-time analytics in Power BI and Tableau dashboard.• Demonstrated strong communication and storytelling skills by explaining decision tree–based machine learning models to non-technical stakeholders during CIO meetings.
EDUCATION
NYC Data Science Academy
Data Science Fellow
UCL
Master's Degree, Civil Engineering
UCL
Master of Engineering (MEng), Civil Engineering
SKILLS
ABOUT ADRIAN KAY
Experienced Senior Data Scientist with a demonstrated history of working in the real estate industry. Skilled in data analytics, machine learning, ETL processes, and data visualization. Strong engineering professional with a Master & Bachelor of Engineering in Civil Engineering from University College London (UCL).
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