Caleb Stammen | CS

Software Engineer · AI Lead · IT Manager

Caleb Stammen

Technical leader building AI-enabled software, internal products, and automation systems that teams trust in production. I focus on delivery that improves real workflows across software, IT, security, and operations.

Email Resume
GitHub LinkedIn Source code
Location United States
Current AI Lead & Software Developer at Garmann Miller
Education M.S. Cybersecurity & Information Assurance
Caleb Summiting a Mountain
Caleb sitting on a rock in the mountains

Field kit

What I bring

Practical delivery built for real constraints and adoption.

  • AI workflows with guardrails
  • Full-stack product delivery
  • Automation that removes toil
  • User needs and operational constraints
  • Infrastructure & reliability
  • Security-forward execution

Now

Focus areas

Operational AI, internal products, and reliable systems teams trust. Experience building secure B2B SaaS and AI Products that sell.

  • Use-case selection & evaluation
  • Data integrity & governance
  • Adoption playbooks for teams

Chapter 01

About

I started my technology journey at 13, saving up for a laptop to learn how to code. Today I lead AI and software initiatives with a systems administration background, understanding and focused on uptime, security, and performance.

I am a trusted advisor to executive leadership, translating complex systems into durable workflows under real-world constraints of cost, compliance, reliability, and human behavior.

Chapter 02

Focus

Production AI Systems

Guardrails, evaluation, and rollout that make AI reliable in real workflows.

Full-Stack Delivery

Internal products that reduce manual work and improve operational clarity.

Automation

Process design that removes toil and builds momentum across teams.

Reliability & Observability

Signals that matter: metrics, logs, and fast feedback loops.

Security & Risk

Practical hardening and governance without slowing delivery.

Infrastructure

Cloud and on-prem experimentation standardized into repeatable deployment.

Chapter 03

Approach

I keep work grounded in operational reality. The process is simple, but the discipline is rare.

Diagnose

Clarify the outcome, identify constraints, and choose the smallest lever that changes the system.

Design

Align architecture, data, and human workflows so adoption feels inevitable, not forced.

Deliver

Ship in increments, measure impact, and build guardrails that scale with the business.

Chapter 04

Selected Work

Suitflow

Product Engineering

Built and launched a wedding-focused SaaS platform for formalwear shops to run fittings, tailoring workflows, communication, and billing in one operational system.

  • Outcome: unified day-to-day shop operations in one platform.
  • Focus: full-stack delivery, tenant-safe architecture, production operations.
  • Built for adoption: designed for real store workflows, not generic CRM behavior.

AEC Meeting Intelligence Platform

Applied AI Product

Designed and delivered an internal meeting intelligence product that turns architecture project discussions into structured minutes, decisions, and action items.

  • Outcome: faster follow-through after meetings and clearer team accountability.
  • Focus: workflow-first UX, reliable structured outputs, and clean delivery handoffs.
  • Built for adoption: human review loops that keep teams in control.

Operations Automation System

Workflow Automation

Designed and shipped internal automations for preboarding, onboarding, and project information routing across departments.

  • Outcome: less manual coordination and faster handoffs.
  • Focus: process design, reliability, maintainability.
  • Built for teams: automation that supports people instead of bypassing them.

Want more detail? Let’s talk and I will share the playbooks.

Chapter 05

Experience

Software Developer / AI Lead

Garmann Miller • Nov 2024 – Present • Hybrid

Own AI and software initiatives end-to-end, from use-case selection through production rollout and adoption.

Founder & Full-Stack Engineer

Suitflow • Dec 2025 – Present • Hybrid

Building and operating a multi-tenant SaaS platform for formalwear shop operations, communication, and billing.

Technical Founder / Owner

Stammen Technology • Dec 2022 – Present • Hybrid

Deliver custom AI automations and software systems for small to mid-sized client teams.

IT Manager (Technology Administrator)

Pax Machine Works • Jan 2024 – Nov 2024 • On-site

Led infrastructure, cybersecurity, and operational automation in a production manufacturing environment.

Information Technology Intern

Pax Machine Works • Jun 2022 – Dec 2023 • On-site

Supported day-to-day IT operations and implemented an internal help-desk workflow to improve response tracking.

Chapter 06

Education

M.S. Cybersecurity & Information Assurance

Western Governors University

Member: WGU Cybersecurity Club

Excellence awards: Secure Software Design, Security Operations, Secure Network Design

B.S. Information Technology

Western Governors University

Member: WGU Cybersecurity Club

Certifications

NVIDIA Generative AI LLMs, AWS Cloud Practitioner, CompTIA PenTest+/CySA+/Security+/Network+/A+, ITIL v4, Linux Essentials (LPI).

Chapter 07

Off the Clock

I recharge in the mountains, with a good book, and by building things purely for curiosity.

Hiking Backpacking Reading Coding Traveling Woodworking Weightlifting Music
Caleb Sitting on Mountain
Caleb Standing at Waterfall
Caleb sitting on a rock in the mountains

Chapter 08

Travel Map

Places that shaped my curiosity, one state and country at a time.

United States

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World

Countries visited

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Chapter 09

Contact

me@calebstammen.com

Let's talk.

Email me GitHub LinkedIn