Shane Trefftzs

• Own the modern analytics platform (Databricks + Tableau), delivering trusted reporting, forecasting, and decision support across the enterprise • Designed and deployed production ML models for risk detection, demand forecasting, and marketing optimization • Built automated pipelines and ML-powered workflows that eliminated manual reporting and enabled near real-time insights • Modernized legacy BI into a governed, scalable metrics layer adopted by executive leadership, operations, and growth teams • Partner with Finance, Risk, and Marketing executives to deliver analytics that improve lending decisions, portfolio performance, and customer acquisition • Lead and mentor a team of five data professionals; set technical standards, ownership models, and delivery processes

• Recruited to design and implement enterprise reporting (Power BI) and FP&A (Anaplan) platforms to modernize decision-making and financial planning. • Redirected focus following the company’s closure announcement, leading a smooth and strategic wind-down process: managed financial reporting, coordinated data transfers, and engaged stakeholders to mitigate risk and maximize value recovery. • Developed and documented data governance practices that strengthened transparency, compliance, and cross-departmental efficiency during the dissolution period

• Spearheaded delivery of CBRE’s flagship Business Analytics solution providing clients with advanced benchmarking, research data, and automated reporting capabilities. • Establish divisional performance and revenue KPIs, increasing growth by 30% year-on-year. • Provided mentorship and guidance to an internationally distributed team of over 20 Data Science and Business Analytics professionals. • Ensured seamless product implementation and adoption, providing advisory on best-in-class data integration and Tableau-based visualization. • Advocated for a high-touch model of client engagement, maintaining an industry-defining 99% account retention rate and a 4.9/5.0 satisfaction rating across 275+ accounts. • Structured and direct the company’s Portfolio Underwriting program to ensure optimal new client activations and successful renewals. • Designed, tested, and produced over 150 financial models annually. • Innovated CBRE’s primary Data Science library, setting standards on Data Governance, Machine Learning-based opportunity spotting models, and classification

• Designed and tested data solutions impacting the firm’s Advisory and Transaction Services sales activities. • Prepared and released updated predictive modeling, data processing, and client dashboard standards, serving as an internal process adopt ion SME. • Created solutions focused client engagement initiatives that generated an annual 84% increase in client-side projects. • Uncovered and actioned opportunities for expanded growth and service delivery across existing and new client value chains.

• Partnered with major Biotech, Retail and Healthcare clients to engineer and validate upstream and downstream Supply Chain optimization models. • Created renewed business intelligence workflows to energize client delivery targets.

• Demonstrating and modelling leadership to 30 junior Marines, helping maintain unit cohesiveness and order, and team morale. • Structuring inventory activities, scheduling resources and logistical requirements. • Maintaining and updating training and personnel records. • Working with senior officers to complete team performance and evaluation reports as part of ongoing capacity building and career planning activities. • Serving as advice and counsel to senior leadership teams on performance and quality standards. • Acting as a key advisor on personnel, operations and deployment issues.

► Graduated with Honors and Distinction in Major ► Actuarial Exam P/1 (Probability Theory): Passed