AI Agent Delivery Platform
Architected and built the company's AI Agent Delivery Platform, shipping the full production stack and delivering the first live customer deployment in just three weeks.
About Me
I build products that help you ship faster and waste less time.
I'm Mario Guerra. For the last 18 years, I've built products, APIs, and AI systems.
At Microsoft, I led TypeSpec—an open-source API definition language. Today, nearly all Azure services use it to generate SDKs, cutting their development and review time by over 30%.
Currently, I focus on AI. I build products that automate the tedious parts of your work, so you can focus on solving real problems.
ID: MG-77XSTATUS: ACTIVE
/ Track Record
Experience & Impact.
Where I've worked and what I shipped there.
Principal Product Engineer, AI Strategy & Architecture
2025 - PresentIntelePeer/Aqurio
Own AI product strategy and the engineering execution behind it, from architecture through production rollout.
Patient Engagement Platform
Designed a healthcare patient-engagement platform on Temporal, Python, and PostgreSQL, with messaging workflows built for scalable, compliance-aware patient outreach.
Founder & AI Architect
2025 - PresentAn AI consultancy that deploys senior engineering agents to architect and launch products in days, not weeks. Helping startups and SMBs turn ideas into launch-ready tools with measurable ROI.
Orchid, Orchestration Interactive Debugger
Created Orchid, a local-first proxy and visual debugger for AI pipelines. Captures API traffic at the transport layer to record LLM prompts, tool payloads, and decisions to a local SQLite database. Integrates with the Model Context Protocol (MCP) to expose trace queries to agents, enabling step-by-step visual debugging and deterministic offline replay testing.
SOLO Protocol
Created SOLO (Single Operator Loop Orchestration), a framework that turns AI coding assistants into a production-grade engineering team of one. Slash-command workflows enforce spec-driven design, security-first architecture, and test-driven development, so every feature is architected, critiqued, and revised before a line of code is written.
Senior Product Manager, TypeSpec API Definition Language
2021 - 2025Microsoft
Led product vision and strategy for TypeSpec, an open-source API definition language transforming API development. Guided Azure service teams as a member of the Azure API Stewardship Board, and defined the KPIs used to measure product success and iterate on real-world usage.
TypeSpec 1.0 Launch
Led the zero-to-one launch of TypeSpec, delivering an API definition language that achieved 8-10x code reduction and 30% faster review times, delivering measurable developer productivity.
@azure Functionality in GitHub Copilot
Prototyped a RAG-based solution to improve the model's responses, enhancing developer productivity through context-aware code suggestions with secure data handling.
Principal Engineering Manager, Hexagon DSP Tools
2008 - 2021Qualcomm
Led the development of tools and platforms for Qualcomm's Hexagon DSP, the core of Snapdragon modem and Neural Processing Unit technology. Served as de-facto product manager for Hexagon tools used by first-party software teams, improving on-time delivery by 35% through data-driven development processes.
Independent R&D
OngoingPersonal Projects
Self-directed work exploring where LLMs actually hold up in production.
RAG-Enhanced Chatbots with Microsoft Teams Data
Built RAG-enhanced chatbots using Graph API and Azure Foundry, leveraging LLMs to optimize workflows and demonstrate API-driven user support with secure data exchange.
AI Document Summarization
Developed an LLM-based solution to summarize large documents, optimizing data pipelines for efficient, secure processing with a sliding window approach.