MT

Matthew Trette

Professional Summary



Professional Overview


Matthew Trette is a seasoned Director of AI, Data Science, and Analytics with extensive experience driving data-driven decision-making and transforming organizations through the strategic application of advanced analytics. With a strong background in finance, retail, and healthcare, he specializes in leveraging cutting-edge machine learning and artificial intelligence (AI) solutions to uncover actionable insights, optimize operations, and power business growth.

Experience Summary



Current Role


As the Director of AI, Data Science, and Analytics at Maymont Homes, Matthew is responsible for leading a team of data scientists, ML engineers, and analytics professionals. He oversees the development and deployment of innovative AI/ML models and data-driven solutions that enhance the company's operations, customer experience, and strategic decision-making. Under his guidance, Maymont Homes has achieved significant improvements in areas such as demand forecasting, resource optimization, and predictive maintenance.

Career Progression


Prior to his current role, Matthew held several progressive leadership positions in data science and analytics. As the Director, Enterprise Data Science and ML Ops at 84.51°, he spearheaded the development and implementation of scalable ML pipelines and model management systems, enabling the organization to rapidly deploy and maintain advanced analytics solutions.

Earlier in his career, Matthew served as a PRINCIPAL DATA SCIENTIST|STAFF ML ENGINEER at The Home Depot, where he drove the adoption of machine learning and AI to optimize the company's financial planning, analysis, and operations. He also held roles as a Principal Data Scientist, Decision Analytics, FP&A and Senior Manager, Decision Analytics, FP&A, leading the development of predictive models and decision support tools that significantly improved the retailer's financial forecasting and strategic planning.

Academic Background


Matthew holds a Bachelor of Arts in Philosophy from the University of San Francisco, where he demonstrated academic excellence and contributed to various research projects.

Areas of Expertise


  • Artificial Intelligence and Machine Learning

  • Data Science and Advanced Analytics

  • Financial Planning and Analysis (FP&A)

  • Retail and Consumer Goods Operations

  • Strategic Decision Support

  • Scalable ML Ops and Model Deployment

  • Cross-functional Leadership and Collaboration


Professional Impact


Throughout his career, Matthew has delivered substantial business impact through his data-driven solutions and strategic guidance. At The Home Depot, he developed predictive models that improved the company's inventory management and operational efficiency, resulting in millions of dollars in cost savings. As the Director of Enterprise Data Science and ML Ops at 84.51°, he led the implementation of a robust MLOps framework, enabling the organization to rapidly scale its AI/ML capabilities and drive significant revenue growth.

Conclusion


With his exceptional data science expertise, strong leadership skills, and proven track record of driving organizational transformation, Matthew Trette is poised to continue making a significant impact in the field of advanced analytics and AI. As the Director of AI, Data Science, and Analytics at Maymont Homes, he is well-equipped to guide the company's data-driven initiatives and contribute to its ongoing success.