Transforming Complex Data into Strategic Insights with Precision AI Solutions
At Inference Stack, I engineer bespoke AI systems that drive decision-making and operational excellence.
“I don't just build AI systems — I architect outcomes.”
↓ Scroll to download the 57-page AI Engineering Cheatsheet. 🔥Transforming Complex Data into Strategic Insights with Precision AI Solutions
At Inference Stack, I engineer bespoke AI systems that drive decision-making and operational excellence.
“I don't just build AI systems — I architect outcomes.”
↓ Scroll to download the 57-page AI Engineering Cheatsheet. 🔥
Enterprise AI Consultant
I specialize in crafting tailored AI solutions that integrate seamlessly with your infrastructure, driving scalability, efficiency, and measurable ROI.
AI Systems That Deliver Real Business Results
Whether you need to extract value from complex data, operationalize AI across your org, or build intelligent products from the ground up — we architect what works.
Custom AI Development
Designing AI models tailored to your business challenges.
Data Strategy Consulting
Crafting data roadmaps that align with your objectives.
Machine Learning Integration
Implementing ML algorithms to enhance decision-making.
Case Studies
These aren’t demos — they’re working systems designed for real-world outcomes. Each case study reflects our ability to turn complex technical challenges into operational leverage at scale.
Soluna AI
Deployed ambient intelligence infrastructure for clinical workflows. Architected an end-to-end RAG system that integrates with HIPAA-compliant data pipelines and delivers real-time AI-driven decision support.
OutcomeIQ
Built an outcome intelligence platform for payers and health systems. Translated real-time clinical and operational signals into predictive insight using custom embeddings and FHIR-aligned architecture.
RadiologyStream (Prototype)
Developed a generative AI tool for radiology prioritization. Auto-surfaced high-risk imaging patterns and sequenced cases by criticality, enhancing diagnostic throughput by 25% in initial pilots.
What Leaders Say
Trusted by innovators to deliver AI-driven excellence, my work earns consistent praise from industry leaders for transforming complex challenges into impactful solutions.
Matt delivered a custom AI/ML model for our agency workflow in just days, automating content schedul...
Matt built us a custom AI chatbot with machine learning that transformed our sales pipeline. By pred...
Matt’s AI solution revolutionized our operations, automating data analysis and decision-making. His ...
I had the opportunity to work with Matt at VieCure. We needed a team member with strong technical sk...
Matt always brings great positive energy to our daily stand-ups. I’m glad to have had an opportunity...
Matt came up to speed quickly in a complex environment. He is a very capable developer with a good e...
FREE: Get The Ultimate AI Engineering Cheatsheet 2025
A 57-page engineering resource created for builders, not theorists.
This AI Engineering Cheatsheet was created to provide practical guidance for building production-grade AI systems using Large Language Models. It focuses on real-world engineering patterns rather than theoretical machine learning concepts.
Unlock Exponential Growth Now
Organizations are racing to harness AI but struggling to stay relevant. With a shortage of skilled AI talent, I deliver the rare expertise to execute flawlessly and skyrocket your growth. Secure your edge today.
matt.vegas@inference-stack.com