whoami
Stephen Sequenzia
Senior Staff AI/ML Engineer & Architect
Orlando, FL
Active Secret Security ClearanceSenior Staff AI/ML Engineer & Architect with 24+ years building production ML, data, and software systems end to end — now focused on agentic AI in secure, large-scale defense environments. At Lockheed Martin, architected an enterprise MLOps framework and an Apache Arrow-native data lakehouse, cut deep learning training time by over 94%, and drove team-wide adoption of multi-agent systems built with Pydantic AI, LangChain/LangGraph, and custom Model Context Protocol (MCP) servers. Two decades as an owner-operator pairing deep hands-on engineering with technical leadership that turns cutting-edge AI into reliable, measurable business value.
cat highlights.md
- Serve on the leadership team of The Forge, guiding architecture across 8 concurrent efforts and leading agentic AI enablement reaching 100+ engineers
- Architected an enterprise MLOps framework cutting production deployment time by roughly 85% — from ~2 weeks to under 2 days
- Delivered 6+ production AI agents and custom MCP servers on Kubernetes and AWS GovCloud using Pydantic AI and LangChain/LangGraph
- Author of three open-source ML frameworks — Photon, Maxwell, and Dyson — spanning the full deep learning lifecycle
- 24+
- Years Engineering
- 94%
- Faster Model Training
- 95%
- Faster DB Queries
- 3
- Open-Source ML Frameworks
Featured Projects
View all →Agent Alchemy — Claude Code Toolkit
A Claude Code plugin suite — 6 plugin groups (28 skills, 16 agents) — with a real-time task-manager dashboard and a VS Code extension
Capo — Personal Agent Orchestrator
A long-lived AI orchestrator that ingests iMessage/Discord and delegates coding to Claude Code/Codex via restart-safe durable workflows
AMC — Agent Messaging Channel
A messaging gateway exposing a four-tool MCP + REST surface over iMessage and Discord behind one normalized envelope
Experience
Full history →Senior Staff AI/ML Engineer & Architect
ML Engineer | Software Engineer | Data Engineer | Owner
Data Engineer | Software Engineer | IT Consultant | Owner
Skills
All skills →Agentic AI & LLMs
AI/ML Frameworks
Data Engineering
Cloud & Infrastructure
Languages
Let's build something
Open to conversations about agentic AI, ML systems, and hard data problems.