Kevin Webster, MBA
Business Intelligence Analyst @ Microsoft
About
I'm a data and BI professional who got curious about AI hiring tools, and ended up exposing a fundamental flaw that's reshaping how we think about algorithmic fairness. Over a decade at companies like Amazon and Microsoft, I built my foundation in turning complex data into business impact. At Amazon, I optimized supply chains that boosted delivery speeds by 24% and increased volume by 11%. At Microsoft, I kept nine-figure capital expenditures on track. My approach has always been about making data work smarter through efficient, automated processes. But recently, I've shifted focus to a different kind of data problem: auditing AI systems for both bias and competence. My research introduced the concept of the "Illusion of Neutrality" -- the discovery that some AI tools appear unbiased not because they're fair, but because they're fundamentally incompetent at their core task. This work has been published and is influencing how organizations validate their AI hiring tools. What makes my perspective unique is the combination of hands-on technical expertise, an MBA in Operations and Supply Chain Management, and a background in Experimental Psychology. That psychology training taught me to break down complex problems systematically, identify confounding variables, and let data challenge assumptions: skills that proved essential when designing rigorous AI audits. I'm passionate about helping organizations not just adopt AI, but validate it properly. Whether it's optimizing supply chains or exposing algorithmic blind spots, my goal is to bring analytical precision and a healthy dose of skepticism to problems that matter. If you're looking for someone who combines technical depth with independent thinking (and who believes even serious challenges can be tackled with clarity and a bit of wit) let's connect. kevinwebster@gmail.com
United States
Nashville
Computer Software
Business Intelligence (BI), Generative AI, Root Cause Analysis, Resume Review, Experimental Psychology, Trend Analysis, Operational Efficiency, Business Process Efficiency, Reporting Metrics, Supply Chain Forecasting, Problem Solving, Supply Chain Analytics, Model Validation, Kusto Query Language (KQL), Automation, Procurement Contracts, Change Management, Data Centers, Operations Management, Python (Programming Language)
Experience

Business Intelligence Analyst
Clarksville, TN
• Analyzed lifecycle and disposition data for decommissioned hardware to support component reuse and recycling pathways within the Microsoft Circular Centers program. • Utilized KQL, Power Query, and Power Automate to monitor recovery metrics and operational performance, providing visibility into hardware throughput via Excel and Power BI. • Standardized hardware taxonomy across datasets to improve searchability and reporting reliability.

Research Data Analyst
Ctrl-Z Consulting
Clarksville, TN
• Authored a research paper summarizing findings on intersectional bias; under peer review at ACM Journal on Responsible Computing. • Evaluated 13 commercial AI platforms to assess competency and bias in automated hiring and résumé screening. • Performed statistical validation using Python (ANOVA, effect size) to compare model performance across 1400+ scenarios.

Senior Business Intelligence Analyst
Clarksville, TN
• Built a KPI framework to track nine-figure capital spend and created executive summaries for nine-figure quarterly spend. • Established cost benchmarks for data center construction by analyzing ~30 historical contracts.

Operations Data Analyst
Nashville, TN
• Developed 20+ self-serve BI tools using SQL and Power Query, enabling stakeholders to analyze metrics independently. • Cut configuration update task time by 90% and transportation audit time by 88% via custom Excel automation tools.

Supply Chain Optimization Analyst
Nashville, TN
• Generated $1.65M in annual savings by reducing configuration file volume by 32% while increasing order volume by 11% in the direct-fulfillment program. • Improved click-to-deliver (C2D) speed by 24% for heavy/bulky shipments by integrating a high-dimensional schedule optimization engine.

Transportation Analytics Lead
Tempe, AZ
• Led the expansion of the hybrid direct-fulfillment supply chain from 6 to 23 regional sort centers, driving a 4x increase in order volume. • Reduced data processing errors by 92% by automating 15 daily operational reports using Python and Excel VBA.

BI and Process Improvement Consultant
Ctrl-Z Consulting
Phoenix, AZ
• Delivered data-driven solutions for enterprise clients, including American Express and Honeywell. • Automated high-stakes workflows (RFQs and supplier claims) saving teams 80+ hours weekly.

Procurement Business Analyst
Mesa, Arizona, United States
• Coordinated procurement and supplier management activities for the Apache Attack Helicopter program, ensuring compliance with governmental requirements and alignment across stakeholders. • Collaborated with procurement, finance, and program management teams to manage the Qatar program expansion, including product requirement adjustments and revised delivery timelines. • Led initiatives as VP of the disabled employee organization, promoting disability awareness and inclusion within the workplace. • Represented Boeing as a Brand Ambassador for the Creative Services Group, one of fewer than 125 company-wide, to advocate for innovation and company culture.

Team Lead, Customer Experience Officer
Phoenix, Arizona, United States
• Led and coached high-performing call center escalation teams of 13-65 agents, optimizing performance through data-driven insights and strategic initiatives. • Took an active role in multiple pilot programs in collections, customer satisfaction, and online problem-solving, leveraging data analysis to identify opportunities for improvement. • Served as a subject matter expert (SME), utilizing data to troubleshoot complex account issues and resolve customer concerns. • Improved team KPIs by conducting in-depth call analysis, identifying areas for improvement, and implementing targeted training and coaching strategies.
Education

Supply Chain Management
I was able to complete the MBA program in the evenings and weekends while being employed fulltime and having a family. I definitely didn't sleep very much during this time, but it was an opportunity to surround myself with brilliant individuals and start to understand the intricacies of supply chain management.

Experimental Psychology
While I respect abnormal psychology and counseling, I didn't take a single course touching those subjects. I wanted to understand the science of human thought and behavior, I was able to conduct independent research as well, presenting at regional and international conferences, and having my work published. This was all while working 30 hours off-campus and maintaining a GPA to graduate from the honors college Magna Cum Laude.
Kevin Webster, MBA's Contact Information
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