Tony M.

About Tony M.

Leading enterprise transformation across digital health, AI systems, and cloud modernization — turning complex operations into intelligent platforms.I architect systems that think with us, not just for us — blending engineering precision with human intuition. My work brings AI, automation, and architecture into alignment — helping organizations evolve from systems that react to systems that learn.I’ve led transformations across digital health, telecom, and enterprise SaaS — translating strategy into scalable platforms that are secure, compliant, and built to evolve. I build bridges between vision and delivery, guiding teams through modernization, observability, and AI integration that reveal clarity instead of noise.My background spans enterprise architecture, AI/ML system design, and compliance (SOC 2, HITRUST, ISO 13485, IEC 62304), with deep experience across cloud ecosystems (AWS, Azure, GCP) and healthcare interoperability (FHIR/HL7). I also architect LLM and GenAI applications — building reflective, context-aware systems using RAG frameworks, LangChain, and enterprise AI stacks like Bedrock and Azure OpenAI.Focused on building systems that stay ahead of change — adaptive by design, measurable in impact, and unmistakably human in intent.

Experience

1. Chief Information Officer

   Healthyr

   Jul 2024 — Present · Louisville, KY, US

   Leading digital health transformation through AI and interoperable cloud platforms — reimagining how systems learn, adapt, and serve with human insight at the core.Chief Information Officer for Healthyr, a digital health company focused on personalized preventive care and population health innovation. Lead technology, product, and compliance strategy to build an intelligent ecosystem spanning Horizon, SCOUT, and Virtual Vitals platforms. Oversee enterprise architecture, product engineering, and data strategy — connecting health data, behavioral insights, and GenAI-driven automation to deliver measurable outcomes. Accountable for end-to-end technology operations, including infrastructure, security, hiring, vendor management, and investment governance.Highlights include:• Developing SCOUT, a conversational health assistant powered by LLM and GenAI (AWS Bedrock, Azure OpenAI) to deliver personalized guidance and proactive engagement.• Deploying Virtual Vitals, an AI-driven rPPG (remote photoplethysmography) solution capturing heart rate, respiration, and oxygen data via computer vision.• Implementing GenAI-based medication scanning, meal logging, and adherence analytics that leverage GPT models for text and image understanding to recognize medications, parse meals, and correlate behaviors with adherence trends.• Introducing AI-powered 3D body modeling for body composition analysis, progress tracking, and weight-management insights.• Establishing governance and compliance frameworks (SOC 2, HITRUST, ISO 13485, IEC 62304, HIPAA) unifying engineering, data, and privacy operations.• Advancing platform modernization and interoperability across FHIR/HL7, wearable data, and predictive analytics pipelines.Focus areas: digital health innovation, GenAI and LLM applications, AI/ML in healthcare, computer vision (rPPG), interoperability, cloud-native architecture, cybersecurity, and scalable compliance operations.

Education

• William & Mary

  Computer Science