Zionsville, Indiana

Dr. Cary
Woods

Writer · Researcher · Founder · Systems Thinker

Working at the intersection of public policy, applied intelligence, and systems design. Author of The Machinery of Democracy. Managing Director of HarnessAI. Co-founder of Xylogenics. Mira Award recipient for Clean Technology Energy Innovation.

18+
Patents & Publications
Peer-reviewed research in computational biology, yeast genomics, and AI systems
500+
Essays Published
Across Breaking Barriers, LinkedIn, and peer-reviewed journals
20+
Years in Research
Spanning bioengineering, computational modeling, and applied AI

About

Dr. Cary Woods is a researcher, writer, teacher, and founder whose work examines how large systems behave once theory meets operational reality. His book, The Machinery of Democracy, treats American democracy as infrastructure: physical, digital, and human. It traces how systems of power operate, decay, and persist over time.

His background spans nearly two decades in bioengineering and computational biology. As co-founder of Xylogenics, he helped engineer yeast strains that improve the efficiency and sustainability of ethanol production from biomass, work recognized with the Mira Award for Clean Technology Energy Innovation and protected by an international patent portfolio.

Through HarnessAI, his current consultancy, Dr. Woods deploys custom data solutions for small businesses, nonprofits, and public agencies, grounded in grounded in ethical AI standards and measurable community impact. He serves on the Scientific Advisory Board at Bioscope.ai, an AI-enabled precision health platform, and is developing AI curriculum for university instruction.

His writing spans public policy, systems biology, artificial intelligence, and institutional design. He writes the Breaking Barriers blog daily and produces the What Still Works in America newsletter series on LinkedIn. He is interested in conversations that take complexity seriously and resist simple answers to structural problems.

Current Roles
  • Managing Director, HarnessAI
  • Co-owner, Xylogenics, Inc.
  • Scientific Advisory Board, Bioscope.ai
  • Publisher, Envoi Publishing
  • Founder, Woods Foundation
Recognition
  • Mira Award: Clean Technology Energy Innovation
  • Multiple international patents in yeast genomics
  • Oxford: AI & Digital Transformation in Government
Education
  • Doctoral Studies, Health Administration
  • AI & Digital Transformation, University of Oxford
  • B.A., Indiana University Bloomington
  • Manufacturing Engineering, General Motors Institute
Domain Expertise
Public Policy Applied AI Computational Biology Systems Analysis Genomics Data Governance Corporate Governance Algorithmic Bias

Writing

Latest from Breaking Barriers

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Books & Selected Work
Book
The Machinery of Democracy
A treatise on American democracy understood as infrastructure: physical, digital, and human. Examines how systems of power operate, decay, and persist over time, with emphasis on mechanisms, incentives, and maintenance rather than ideology. Accompanied by an interactive companion at machineryofdemocracy.com.
Newsletter
What Still Works in America
A LinkedIn newsletter series examining American institutions that continue to function: from farmers markets and community colleges to the National Weather Service and public libraries.
Book
Countdown to College
Part of The Essentials Series: A Student Guide to College Admission, with a focus on scientific majors and preparation for higher education.
Peer-Reviewed Publication
Tumor Necrosis Factor-α and Interleukin-1
Coupling proteomic and genomic information to study TNF-α and IL-1-induced cellular responses. Published during computational biology research at Indiana University School of Medicine.
Policy Paper
A National Plan to Tackle the Housing Shortage
A policy framework addressing homelessness and suburban sprawl through systemic institutional design rather than piecemeal intervention.
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Projects

AI Consultancy
HarnessAI
A mission-driven AI consultancy deploying custom, cost-effective data solutions for small businesses, nonprofits, and public agencies. Specializing in ethical AI deployment, algorithmic bias mitigation, and agentic workflow automation.
Visit HarnessAI
🧬
Biotechnology
Xylogenics
A yeast genomics company with a broad international patent portfolio. Xylogenics bioengineers yeast strains that increase the efficiency of ethanol production from biomass, recognized with the Mira Award for Clean Technology Energy Innovation.
Biomass Innovation
📖
Book & Interactive Platform
The Machinery of Democracy
A book and companion interactive web application exploring American democracy as infrastructure. The platform features eleven educational modules designed for civic engagement and institutional literacy.
Explore the Site
Applied AI · Email Automation
CommPilot
An AI-powered email helpdesk agent deployed for public institutions. CommPilot handles constituent communications through a single-tenant, privacy-first architecture, currently piloting with MSD Pike Township under a Woods Foundation community partnership.
Community AI
🎯
Precision Medicine · Advisory
Bioscope.ai
Scientific Advisory Board member for an AI-enabled precision health platform integrating genomic data into clinical decision support systems. Providing guidance on responsible AI deployment in healthcare contexts.
Precision Health
🎓
Publishing & Education
Envoi Publishing & Woods Foundation
Envoi Publishing has produced educational research and student guidance for over two decades. The Woods Foundation supports non-traditional and at-risk students pursuing STEM majors, with a focus on access, equity, and long-term career outcomes.
Education & Access

Curriculum Vitae

A printable version of this CV is available for download or review.

Education
  • DHA, Virginia University of Lynchburg
  • AI & Digital Transformation, University of Oxford
  • B.A., Indiana University Bloomington
  • Manufacturing Engineering, GMI
  • International Studies, Arizona State University
Certifications
  • Global Entrepreneurship
  • Sustainability / COP29
  • Computational Cartography
  • Google Cloud Digital Leadership
  • Non-Technical Skills of Effective Data Scientists
Honors
  • Mira Award: Clean Technology Energy Innovation
Skills
Public Policy Applied AI Computational Biology Systems Analysis Data Governance Corporate Governance Bioinformatics Agentic Workflows
HarnessAI
Managing Director
Lead end-to-end operations of a mission-driven AI consultancy deploying custom, cost-effective data solutions for small businesses, nonprofits, and public agencies.
  • Direct product development, infrastructure, and service delivery across a multi-client portfolio
  • Design and manage partnerships with state and local organizations on digital access, data equity, and automation
  • Provide executive consulting on digital transformation, algorithmic bias mitigation, and AI policy
  • Supervise distributed development teams; support professional pipelines for junior technologists
Bioscope.ai
Scientific Advisory Board
Provide guidance on AI-enabled precision health and the integration of genomic data into clinical decision systems for a precision health AI platform.
Xylogenics, Inc.
Co-Founder & Co-Owner
Bioengineer yeasts that increase efficiency in ethanol production from biomass. Managed corporate formation as an IU School of Medicine spinoff with initial funding from the IU Faculty Foundation. Holds multiple international patents; recognized with the Mira Award for Clean Technology Energy Innovation.
IndyBioSystems
Chief Executive Officer
Contract research firm specializing in Systems Biology conceptualization and Computational Biology services. Assisted clients in the study, evaluation, and commercialization of biological information while advancing predictive, preventative, and personalized medical science methodologies.
Envoi Publishing
Author & Publisher
Over two decades of educational research publishing. Author of The Machinery of Democracy, Countdown to College, and Breaking Barriers: Volume 1. Contract publishing focused on educational research and student guidance materials.
Indiana University School of Medicine
Research Associate
Computational and systems biology research in the Goebl Lab. Contributed to proteomic and genomic studies including published peer-reviewed work on TNF-α and IL-1-induced cellular responses.
University of Indianapolis
Faculty
Taught bioinformatics, C++, and various business and technology topics across a two-decade appointment.
Purdue University
Adjunct Faculty
Instruction in programming languages and operating systems.
Allison Transmission / General Motors
System Analyst & Manufacturing Engineering
ISO 9000 certification team member. Project leader for IMPACT, an enterprise-wide predictive machine tool maintenance system. Member of Team Charlie, an AI expert system for machine tool maintenance and diagnosis. Eleven-year tenure spanning manufacturing engineering and system analysis.

Contact

Most of the best projects start with a short conversation. Whether you need a few hours of focused thinking or a long-term research partner, reach out. The scope can always be sized to fit.

Consulting inquiries, research collaboration, speaking engagements, and writing commissions are all welcome. Response time is typically within one business day.