Matthew Burns

About Matthew Burns

Data Science practitioner with expertise in forecasting, capacity planning, and translating predictive models into actionable business recommendations. Proven track record building production ML systems that drive operational excellence through demand prediction, resource optimization, and stakeholder-aligned insights. Experience across supply chain analytics, coaching junior team members, and leading cross-functional teams to solve complex operational challenges.

Experience

1. Supply Chain Analyst, Capacity Planning

   TE Connectivity

   Jan 2023 — Present

   Designed and deployed an automated time-series forecasting model to predict revenue under supply constraints, recognized by external consultants as a best-in-class solution.Drove implementation of XGBoost-based demand forecasting model, accounting for process automation and efficiency gains, improving forecast accuracy above baseline statistical methods.Built an automated ETL pipeline using Python, SQL, and Tableau to predict short-term supply constraints and financial risks, enabling real-time demand and revenue prediction for stakeholders across Sales and Operations functions.Developed and facilitated 18-month Supply & Operations Planning process for $1.6B business, presenting forward-looking insights and actionable recommendations to 100+ stakeholders in monthly leadership meetings.Created comprehensive documentation for AWS Redshift database (700+ tables), enabling knowledge transfer and data-driven decision-making.Validated forecasting models using cross-validation and A/B testing methodology, considering bias/variance tradeoffs and automation impact on resource needs, aligning with software engineering & computer science best practices.Designed and conducted experiments to identify inefficiencies, create statistical causal inferences, and propose solutions within the supply chain.

Education

• The Ohio State University

  Bachelor of Science (BS)

  2014 — 2018

Skills

• Mechanical Analysis
• Microsoft Excel
• Mathematics
• Data Analysis
• Leadership
• Solidworks
• Ees
• Organization Skills
• Lean Process Improvement
• Networking
• Machining
• Personal Development
• Microsoft Word
• Lean Processes
• Matlab