Contact
Rochester, MN
*********@*****.***
www.linkedin.com/in/burtdrew0047
(LinkedIn)
joinhandshake.com/move-program/
referral (Company)
Top Skills
Analytical Method Validation
High Level Of Accuracy
Pattern Recognition
Certifications
Airtable Admin Certification
Airtable No Code AI App Builder
Certification
Drew Burt
AI Systems Architect Governance-First AI
Rochester, Minnesota, United States
Summary
Most teams struggle with AI not because of tools, but because of unclear workflows, decision friction, and poor synthesis. I design AI-assisted systems that convert unstructured inputs into high-quality, reusable outputs.
My work focuses on modular agent architectures, built-in quality control, and learning loops that improve performance over time. Recent work includes architecting a tool-agnostic AI workflow system with governed execution, failure modes, and auditability designed in from the start.
I reduce chaos and increase signal.
Experience
Outlier
3 months
AI Trainer
November 2025 - Present (3 months)
AI Reveiwer
November 2025 - Present (3 months)
Rochester MN
• Tasked and trained AI models to enhance human interaction and output accuracy through various innovative methods.
• Focused on precision to ensure optimal performance and reliability of AI systems.
• Collaborated with cross-functional teams to implement best practices in AI model development.
Alignerr
AI Trainer
December 2025 - Present (2 months)
Rochester Minnesota
• Developed AI response precision and credibility for various client projects, ensuring high-quality outputs.
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• Focused on reducing drift in AI models to enhance reliability and performance.
• Maximized output value for clients through strategic project management and innovative solutions.
Personsal R&D initiative
Founder and lead architect
August 2024 - Present (1 year 6 months)
Rochester, Minnesota, United States
I spearheaded the development of advanced AI solutions, focusing on enhancing user interaction and engagement.
• Designed PromptBP v3.2, a recursive behavioral architecture for LLM reasoning and tone control.
• Created end-to-end automation ecosystems for seamless digital product deployment and lead generation.
• Integrated psychological principles into AI dialogue, resulting in emotionally intelligent interactions.
DBC-ProExteriors
Owner-operator
August 2022 - September 2025 (3 years 2 months)
Rochester, Minnesota, United States
I successfully managed DBC-ProExteriors, focusing on delivering exceptional residential construction and home services.
• Specialized in exterior remodels and maintenance, ensuring high-quality service delivery.
• Developed workflows and lead generation strategies to enhance client acquisition and retention.
• Prioritized customer satisfaction and operational efficiency, contributing to business growth in a competitive market.
Outback Steakhouse
Food Service Worker
October 2013 - April 2023 (9 years 7 months)
Rochester, Minnesota, United States
During my time at Outback Steakhouse in Rochester, Minnesota, I advanced from a curbside Togo position to serving and bartending, ultimately becoming a keyholder and FOH supervisor. My responsibilities included managing Page 2 of 3
front-of-house operations and delivering exceptional customer service. This experience honed my skills in teamwork, communication, and leadership. All American Home Improvement
Foreman
July 2018 - August 2022 (4 years 2 months)
Rochester, Minnesota, United States
• Led a skilled crew in roofing, siding, windows, doors, framing, and gutter installation projects.
• Progressed from entry-level positions to Foreman, demonstrating strong leadership and commitment.
• Ensured high-quality workmanship and adherence to safety standards on all job sites.
Education
Rochester Community and Technical College
Associate of Arts and Sciences - AAS, Liberal Arts and Sciences/Liberal Studies
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