Product Leaders & AI Platform Architects
From Complex Problems to Production-Ready Solutions

We don't just consult—we build and deliver. With decades of combined experience turning complex challenges into award-winning products, we architect AI platforms, lead enterprise transformations, and create systems that serve millions of people. From air quality compliance platforms to AI orchestration systems, we bridge the gap between business needs and technical execution.

17M+ People Served
Production Systems
CIO 100 & EPA Awards

Product Leadership & Platform Development

End-to-end product delivery from complex requirements to production systems—proven track record with measurable business impact

AI Platform Architecture & Orchestration

Design and build enterprise AI orchestration systems with multi-agent architectures, knowledge engineering frameworks, and production-ready APIs. From 9-agent orchestration platforms to AI-driven requirements automation, I architect scalable AI solutions that deliver measurable business impact.

  • Multi-agent orchestration system design
  • Knowledge engineering and prompt libraries
  • AI-assisted requirements automation
  • Production API development (React/Node.js)

Enterprise Digital Transformation

Lead comprehensive digital transformations for Fortune 500 organizations, from legacy system migrations to AI adoption strategies. I deliver end-to-end transformation programs with executive-ready documentation, stakeholder management, and measurable business outcomes.

  • Executive-ready transformation roadmaps
  • Legacy system migration & modernization
  • AI readiness assessments & adoption strategies
  • Cross-functional stakeholder orchestration

Complex Systems Development & Delivery

Architect and deliver mission-critical systems from concept to production. From air quality compliance platforms serving 17M+ residents to emergency vaccine distribution systems deployed in 15 days, we lead cross-functional teams to deliver complex, high-stakes products on time and on budget.

  • Mission-critical system architecture
  • Rapid deployment (15-day CalVax crisis response)
  • Regulatory compliance & IoT integration
  • Cross-functional team leadership

AI Product Development & Innovation

Build production AI products from ideation to deployment. From blockchain-enabled NFT marketplaces with AI image generation to multi-agent orchestration platforms, I create innovative AI solutions that solve real business problems and deliver measurable ROI.

  • AI product ideation and market validation
  • Full-stack AI platform development
  • Blockchain/Web3 AI integration
  • AI marketplace and social platform design

Educational Technology & MOOC Development

Create engaging educational experiences that scale. From publishing 180 hours of STEM content across MOOCs reaching millions of viewed minutes to designing content publishing platforms for 50K+ students, I build educational technology solutions that deliver measurable learning outcomes.

  • MOOC content development and publishing
  • Educational platform architecture
  • Learning management system design
  • STEM content creation and delivery

User Experience & Product Design

Own end-to-end user experience design ensuring intuitive, accessible products that drive adoption. From blockchain credential platforms to enterprise SaaS solutions, I create user-centered designs that result in 40%+ increases in user satisfaction and engagement.

  • End-to-end UX design and ownership
  • User-centered design for complex platforms
  • Accessibility and inclusive design principles
  • Cross-platform user experience optimization

Product Leadership & Technical Expertise

Full-stack product management from concept to production deployment

Full-Stack Development & APIs

Production-ready code deployment with modern tech stacks. From React 19 frontends with 26+ components to Node.js/Express backends with 30+ REST APIs, I build scalable, maintainable systems that enterprises can rely on.

React 19 Node.js Express PostgreSQL MongoDB REST APIs Docker Azure

AI Platform Architecture

Expertise in building AI orchestration systems and knowledge engineering. I create multi-agent platforms that automate complex workflows, with 9 specialized AI personas handling everything from requirements gathering to quality assurance.

  • Multi-agent orchestration design
  • Knowledge engineering frameworks
  • Prompt engineering libraries (21 patterns)
  • AI-assisted requirements automation

Proven Delivery Excellence

Consistent execution with measurable results. 100% on-time delivery, 8.8% estimation accuracy (3x better than industry standard), and 50% efficiency gains through AI automation across enterprise projects.

8.8% Estimation Accuracy
50% Efficiency Gains

Our Mission: Products That Deliver Real Impact

We don't just manage products—we build them. From air quality systems serving 17M+ residents to AI platforms delivering 50% efficiency gains, our work creates measurable value for businesses, users, and society.

Technical Excellence

Production-ready code and scalable architectures that enterprises can depend on, from React frontends to AI orchestration backends.

Cross-Functional Leadership

We orchestrate teams across engineering, design, product, and business stakeholders to deliver complex projects successfully.

Measurable Results

Every project delivers quantifiable business impact—$872K+ portfolio, 8.8% estimation accuracy, 100% on-time delivery.

17M+

People Served

50%

Efficiency Gains

CIO 100

& EPA Excellence Awards

Why Partner With Us?

Product leaders with decades of combined experience building complex systems that deliver real business impact

Technical Product Leadership

We don't just manage products—we code them. Full-stack development expertise with production deployments in React, Node.js, and cloud platforms. We bridge the gap between business requirements and technical execution.

Proven Delivery Track Record

100% on-time completion with 8.8% estimation accuracy—3x better than industry standard. Award-winning projects including CIO 100 Award winner and EPA Clean Air Excellence Award (the "Nobel Prize" of clean tech) for systems serving 17M+ people.

AI & Knowledge Engineering Expert

Creator of AI orchestration platforms with 9 specialized agent personas. We build AI systems that automate complex workflows, from requirements gathering to quality assurance, delivering measurable efficiency gains.

Enterprise Transformation Leadership

Led digital transformations for Fortune 500 organizations, from legacy migrations to AI adoption. We orchestrate cross-functional teams and deliver executive-ready roadmaps with measurable business outcomes.

Our Team

Experienced product leaders and technical experts dedicated to delivering exceptional results

Technology Commercialization & Product Strategy Leader

Principal Consultant

With 14+ years turning complex challenges into award-winning products and successful ventures. Specializes in technology commercialization, product strategy, and systems that serve millions of users. From requirements definition to market launch, bridges the gap between emerging technologies and business outcomes across Fintech, B2C, P2P, SaaS, blockchain, and educational platforms.

Key Expertise

  • Technology Commercialization & New Venture Development
  • Product Strategy & Multi-Product Line Management
  • AI Platform Architecture & Orchestration
  • Blockchain/Web3 Technology Analysis & Implementation
  • Educational Technology & MOOC Development
  • Business Systems Analysis & Requirements Engineering
  • Full-Stack Development (React, Node.js)
  • Pre-Sales Engineering & Partnership Development
  • Financial Systems & ERP Integration
  • Enterprise Digital Transformation

Notable Achievements

  • CIO 100 Award Winner & EPA Clean Air Excellence Award
  • TechCrunch Disrupt Regional Pitch Competition Winner
  • 4-Time Hackathon Champion (401(k)ids, PackageCC, DOMSS, MyMobileMechanic)
  • NAB Mario Award & StudioDaily Ease-of-Use Award Winner
  • Led requirements, design, planning, and team formation for 10 new ventures
  • Published 180 hours of STEM content across MOOCs with >2M viewed minutes
  • Secured 5 major institutional partnerships through pre-sales engineering
  • Optimized financial models resulting in >$100M in statement adjustments
  • Managed product development across 6 product lines from inception to launch
  • Systems serving 17M+ people with 100% on-time delivery record
  • 8.8% estimation accuracy (3x better than industry standard)

Scientific Computing & Systems Architecture Guru

Principal Consultant

Expert in scientific computing, high-performance systems, and legacy modernization with 20+ years of experience. Specializes in embedded systems, parallel computing, and transforming legacy Fortran/C codebases into modern architectures. Deep expertise in oil & gas industry software, microservices architecture, and real-time distributed systems.

Key Expertise

  • Scientific Computing & Visualization
  • High-Performance Computing (CUDA, MPI, Parallel Processing)
  • Legacy System Modernization (Fortran/C to C#/Modern Languages)
  • Microservices Architecture (Golang, Node.js)
  • Embedded Python Interpreters & SWIG Bindings
  • Oil & Gas Industry Software (Seismic, Reservoir Simulation)
  • Real-Time Distributed Systems (Kafka, SQS)
  • Build Systems & DevOps (CMake, Multi-Platform)

Notable Achievements

  • Led seismic interpretation platform development for major energy companies
  • Architected microservices breaking monoliths into scalable Golang services
  • Developed parallel volumetric ray tracing engines for 128-node clusters
  • Enabled GPU-accelerated processing with CUDA for large-scale data filtering
  • Built embedded IPython integration for remote application control
  • Refactored complex multi-layered build systems into unified CMake solutions

Technology Expertise That Matters

Proven experience across the full technology spectrum—delivering breakthrough solutions

AI & Machine Learning

Large language models, computer vision, predictive analytics, recommendation systems, and autonomous agents.

NLP Chatbots Computer Vision Predictive Models Autonomous Systems

Blockchain & Web3

Smart contracts, DeFi protocols, NFT marketplaces, decentralized identity, and enterprise blockchain solutions.

DeFi Platforms NFT Marketplaces Smart Contracts Supply Chain

IoT & Edge Computing

Connected devices, sensor networks, edge analytics, industrial IoT, and real-time data processing systems.

Smart Cities Industrial IoT Sensor Networks Edge Analytics

Quantum Computing

Quantum algorithms, optimization problems, cryptography, material science simulation, and hybrid classical-quantum systems.

Optimization Cryptography Drug Discovery Financial Modeling

Cloud & Infrastructure

Multi-cloud architectures, serverless computing, microservices, DevOps automation, and scalable distributed systems.

Serverless Apps Microservices DevOps Multi-Cloud

Legacy Modernization

Mainframe migration, system integration, API modernization, data migration, and digital transformation initiatives.

Mainframe Migration API Modernization Data Migration System Integration

Emerging AI Frontiers

Lesser-known but transformative AI domains shaping the future of technology analysis, implementation, and commercialization

Neuro-Symbolic AI

Bridge the gap between neural networks and symbolic reasoning for truly explainable, trustworthy AI systems that can reason like humans while learning from data.

Medical diagnosis Autonomous systems Financial risk analysis

AI Ethics & Governance

Navigate the complex landscape of responsible AI implementation with comprehensive governance frameworks, bias mitigation strategies, and regulatory compliance roadmaps.

Ethical AI audits Bias detection systems Regulatory compliance

AI for Sustainability

Leverage AI to optimize carbon footprints, enhance energy efficiency, and drive environmental impact across industries—from smart grids to supply chain optimization.

Carbon tracking Energy optimization Supply chain decarbonization

Federated Learning

Enable privacy-preserving machine learning across distributed devices and organizations, maintaining data security while building powerful collaborative AI models.

Healthcare collaborations IoT device networks Cross-enterprise ML

AI in Precision Medicine

Transform healthcare through personalized treatment plans powered by genomics, medical imaging analysis, and predictive health modeling.

Drug discovery Personalized treatment Medical imaging

Web3 AI Integration

Combine decentralized technologies with AI to create autonomous marketplaces, governance systems, and collaborative intelligence platforms.

DAO AI governance Decentralized ML markets Blockchain-powered AI

AI for User Experience Research

Leverage AI to analyze user behavior, predict preferences, and design more intuitive experiences through automated usability testing and behavioral analytics.

Automated UX testing User behavior prediction Personalized interfaces

Tech-Driven Policy Implementation

Leverage AI and advanced analytics to design, implement, and monitor policy frameworks with automated compliance systems, predictive impact assessment, and intelligent enforcement mechanisms that ensure policies achieve their intended outcomes.

Automated compliance monitoring Policy impact prediction Smart regulatory enforcement

Our Products

Productized expertise—professional frameworks and AI-powered tools for operators

AIScaffolds.com

96+ professional thinking frameworks—battle-tested scaffolds for business analysis, product strategy, technical design, and more. One-time purchase, lifetime access.

From $15/scaffold · Full Library $800
Browse Scaffolds →

AIScaffolds.online

AI consultant agent trained on all 96 frameworks, plus API access to integrate scaffolds into your workflow. Build consulting practices powered by structured thinking.

Agent $50/mo · API $150/mo · Both $175/mo
Get Access →

Dots Plus Lines

Research-driven practice for understanding emergent AI behavior—when your models coordinate outside human priors, we map the interaction space and recover control surfaces.

Research · Consultation · Partnerships
Learn More →

Ready to Move from Idea to Traction?

Share your goals and constraints. We’ll propose a crisp path—readiness, strategy, and a build plan—to get you to first value fast.

hello@makersconsulting.com
Dallas, Texas