From Data to Decisions: MITRE’s Approach to Responsible AI with Christopher Teixeira

May 6, 2025·
Christopher Teixeira
Christopher Teixeira
· 1 min read
Image credit: Robots and Red Tape
Abstract
Join host Nick Schutt on Robots & Red Tape as he sits down with Christopher Teixeira, Principal Data Scientist at MITRE, to explore the critical role of data quality in powering AI-driven decisions for public health and human welfare.
event Machine Learning

Dive into the complexities of building reliable AI models in high-stakes environments, where data integrity can mean the difference between success and unintended consequences. In this thoughtful conversation, discover:

  • How MITRE leverages high-quality data to support agencies like the CDC and CMS, driving impactful public health outcomes.
  • Real-world lessons from Chris’s career, including how strategic data selection can optimize AI performance without sacrificing accuracy.
  • The importance of diverse teams and continuous model evaluation to ensure ethical, effective AI applications.
  • Strategies for balancing AI’s potential with human oversight to address challenges in child welfare and beyond.

Ideal for data scientists, policymakers, and tech enthusiasts eager to understand how AI and data can shape a better future when guided by rigor and responsibility.

MITRE
Christopher Teixeira
Authors
Christopher Teixeira (he/him)
Data Scientist
Christopher Teixeira is a Data Scientist with extensive experience applying statistics, applied probability, and operations research to solve complex organizational challenges. Throughout his career, he has partnered with diverse stakeholders to drive data-informed decision-making, helping organizations navigate the nuances of various analytical techniques to find optimal solutions. Christopher has a proven track record of delivering code in multiple languages, leading large-scale technical efforts, and responding to technical proposals and developing relationships with customers. He holds an M.S. in Operations Research from George Mason University and a B.S. in Mathematics from Worcester Polytechnic Institute.