Hermit Edge
World-class AI systems for high-stakes business workflows
built for trust, control, and scale
ABOUT ME
Emman Ermitaño
Principal AI Engineer
Full-Stack Development & Automation
Remote-First • Globally Available
HOW I ADD VALUE
Contract Development
I integrate directly with your engineering team to build, test, and ship critical AI features on your timeline.
Project-Based Solutions
Need a custom AI solution? I deliver one-off projects from concept to completion, focusing on your specific business needs and goals.
MY ENGINEERING PRINCIPLES
Deterministic Execution
Probabilistic models are rigorously sandboxed. Core business workflows remain strictly deterministic, predictable, and fully auditable.
Zero Black-Box Delivery
Complete architectural transparency. You retain 100% IP ownership, deployment infrastructure, and the raw telemetry used to monitor it.
Strict Cost Constraints
Inference compute is budgeted at the pipeline level. Unbounded API calls are systematically gated before reaching production write paths.
WHAT THE NUMBERS SAY
Successfully shipped to production
Commercial deployments (12mo)
Full source code transfer. Zero lock-in.
The Deployment Mandate
Hermit Edge ships AI systems under hard constraints: cost caps, latency budgets, auditability, and predictable write paths.
Production stays strictly deterministic, and probabilistic models are sandboxed.
Case studies and reference architectures available upon NDA clearance.
ENGAGEMENT QUALIFICATION
Production Timeline
When must this system be live?
FAQs
What is Hermit Edge?
What makes Hermit Edge different?
What's your approach to project delivery?
LET'S BRING YOUR VISION TO LIFE
And give your business the edge it deserves.
Professional Network
Work and latest updates
Current Availability
Accepting limited projects for Q2 2026
Open for strategic retainerships