Dive Data transforms scattered information into intelligent systems your organization can actually use. We replace fragmented workflows with AI-driven tools that create clarity, efficiency, and measurable impact.
ABOUT
I’m an AI and data science leader with nearly a decade of experience designing and deploying machine learning systems at scale. My work focuses on translating advanced AI into real-world impact — leading teams, building production systems, and mentoring the next generation of practitioners.
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I hold a Master’s in Applied Statistics and began my career with a foundation in applied mathematics and philosophy, a combination that shaped how I approach technical leadership: rigorous analytical thinking paired with clear communication and ethical awareness. Over the past nine years, I’ve led AI initiatives inside multi-billion-dollar organizations, piloted end-to-end machine learning systems, and helped teams move from experimentation to production.
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Alongside industry work, teaching and mentoring are central to my identity. I’ve taught data science at the university level, including live instruction through Cornell University, mentored emerging professionals through analytics bootcamps, and advised small businesses on practical AI adoption. I enjoy helping others bridge the gap between theory and application — whether that means career guidance, technical coaching, or organizational strategy.
I currently live in Fort Collins, Colorado with my wife and two children. When I’m not working with AI systems, you’ll usually find me coaching, training, or learning something new — all extensions of the same core drive: continuous improvement and sharing knowledge.
Strategic AI Leadership
Trevor focuses on building sustainable AI capability inside organizations. He has experience designing team structures, guiding hiring and growth, and aligning technical roadmaps with executive priorities. His leadership approach emphasizes clarity, mentorship, and long-term system thinking — developing practitioners while ensuring AI initiatives deliver measurable business impact.
He is particularly focused on translating emerging AI technologies into practical organizational strategy, helping teams move from experimentation to reliable production systems while maintaining technical rigor and responsible deployment.
Skills & Education
Trevor holds a B.S. in Applied Mathematics and a Master’s in Applied Statistics with a Data Science specialization. He brings nearly a decade of experience leading AI and analytics initiatives, combining deep technical expertise with the ability to translate complex systems into strategic business outcomes.
An AWS Certified Cloud Practitioner with advanced Python expertise, Trevor operates across cloud, data infrastructure, and modern analytics ecosystems. His background teaching mathematics, statistics, and data science at the university level reinforces a leadership style grounded in mentorship, clarity, and technical rigor.
SPECIALIZED EXPERIENCE
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Principal Data Scientist at Monogram Health; 9 years leading AI and analytics across healthcare, cybersecurity, and enterprise environments
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Built and scaled data science organizations from first hire to multi-person teams, establishing hiring strategy, cross-functional alignment, and production AI roadmaps
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Led org-level delivery of machine learning and generative AI systems from data architecture through deployment and executive decision-making
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University instructor (6+ years) at Cornell University, New York University, University of Wisconsin–Madison, and University at Buffalo, reinforcing a leadership style grounded in mentorship and technical clarity
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Consulting and startup experience advising organizations on data infrastructure, modeling, and NLP; former Thinkful mentor focused on accelerating practitioner growth
WHY DATA SCIENCE?
Modern data science is no longer just reporting and dashboards — it’s the engine that powers AI-driven decision making. At Dive Data, we focus on turning raw business data into intelligent systems: predictive models, automated workflows, and AI tools that actively support growth. We help organizations identify operational bottlenecks, uncover hidden patterns, and deploy AI solutions that translate directly into measurable business outcomes.
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Today’s data science foundation is built in Python and powered by large language models, intelligent agents, and modern cloud infrastructure. Rather than treating analytics as a static reporting function, we design dynamic AI systems that connect to live data, reason over complex information, and scale with your organization. The goal is not just insight — it’s intelligent automation and strategic advantage.
AFTER CLEANING DATA, I PERFORM AD-HOC ANALYSES ON ASPECTS OF A BUSINESS IN ORDER TO FIND WEAK POINTS IN CERTAIN PROCESSES AND ALSO TO IDENTIFY WHICH ASPECTS ARE HUMMING ALONG AS WELL.
IN MARKETING, I OFTEN ANALYZE MARKETING CAMPAIGNS TO DETERMINE WHETHER WE ARE SHIFTING OUR CUSTOMERS PURCHASING BEHAVIORS IN THE INTENDED WAY. THROUGH THE NUMBERS WE CAN DELVE INTO THE PSYCHE OF OUR CUSTOMERS.
ALONG WITH AD-HOC ANALYSES DATA CAN BE PLUGGED INTO MODELS. STATISTICAL MODELS TAKE IN MULTIPLE FEATURES AND MAKE PREDICTIONS ON FUTURE BEHAVIOR. IN MARKETING, THIS INVOLVES TAKING IN CUSTOMER SIZE AND PURCHASE BEHAVIOR AND PREDICTING WHETHER THAT CUSTOMER WILL BUY A SPECIFIC TARGET PRODUCT.
Turning modern AI into operational advantage.
Dive Data helps organizations apply modern AI in ways that actually change how they operate. The focus isn’t hype or experimentation — it’s identifying where intelligent systems create leverage, streamline decisions, and unlock measurable impact.
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You’re guided through clear, practical strategy: what to build, what to ignore, and how to integrate AI into existing workflows without disruption. Every solution is designed to scale, remain understandable to your team, and deliver lasting value rather than short-lived technical wins.
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The result is AI that strengthens your organization from the inside — smarter systems, stronger teams, and better decisions at every level.
SERVICES
Ad Hoc Analysis & Program Analysis
Natural Language
Processing
Data Processing and
Integration
(text analytics, text predictions, word clouds)
Business Reporting
and Tracking
ie power BI, tableau
automated excel output, etc.
Machine Learning/
Deep Learning
Applications
Mentoring & Coaching
TESTIMONIALS
John : "Dive Data has been an outstanding resource for my company. I've been able to get professional analytics advice and work performed on a project-by-project basis. Having a resource like this has been invaluable as I figure out the best ways to implement advanced analytics at my company."
Mitzi: "It was a pleasure to work with Trevor. I am a better person and educator for having known him. He is a self-starter, a loyal team player, and an individual of fine character. Trevor enriched our staff by his versatility, dedication and professionalism. Trevor is a life-long learner who will succeed in any position where he is given the opportunity to make a commitment and give expression to his knowledge and talents."