JS JS
Safety-Critical Systems

ENGINEERING &
IT LEADERSHIP

10+ years building high-reliability infrastructure, enforcing technical compliance, and designing automation workflows.

Systems Thinking

WHO I AM

I am an engineering and IT leader with over a decade of experience building and operating high-reliability technical systems across fire alarm, ERCES/DAS, and safety-critical building infrastructure.

Currently, I serve as the CAD & IT Manager and Responsible Managing Employee (RME) at a national fire/life safety firm. My work focuses on improving system reliability, ensuring code compliance, and building automation and tooling that reduce operational risk and friction.

I am expanding my scope into AI systems and tooling, starting with LLM-assisted documentation and internal process automation.

Verified Credentials
Jasen Spirek

CAREER TRAJECTORY & ROADMAP

CAD & IT Manager (RME)

2021 - PRESENT

PYE-BARKER FIRE & SAFETY

  • Responsibility: Final approval authority (RME) for life-safety system designs.
  • Platform Eng: Managing IT infrastructure and modernization for 125+ users.
  • Automation: Leading the pivot to automated QA and SOP generation tools.

Life Safety CAD Supervisor

2019 - 2021

FIRE ALARM SERVICES, INC.

  • Managed execution of 200+ code-compliant fire alarm and sprinkler designs.
  • Coordinated with AHJs, engineers, and field technicians for high-quality submittals.
  • Leveraged AutoCAD and SprinkCAD to enhance design precision.

Technical Foundation

2014 - 2018

EARLY ROLES

  • Layout Technician: Engineering calculations and NFPA compliance reviews.
  • Asst. Project Manager: Permit management and field documentation coordination.
  • IT Student Asst: Drupal web maintenance for CU Boulder.

TECHNICAL ROADMAP (LEARNING IN PUBLIC)

RAG Architecture

Building retrieval systems capable of accurately citing NFPA codes against natural language queries.

Planned

AI Evaluation

Applying QA principles to AI. Building eval harnesses to measure hallucination rates in technical outputs.

Planned

OPERATING PRINCIPLES

Professional code for high-stakes environments.

Informed Action

Detailed research compares options, but analysis never paralyzes execution. We move with an educated process, not guesswork.

Professional Stamina

Consistency is the currency of professionals. Rigorous discipline fuels sustainable high performance and reliable delivery.

Collaborative Wisdom

Leveraging diverse expertise to validate strategies before deployment. Technical leadership requires listening before directing.

The Framework

METHODOLOGY

Click any item below to view live execution examples.

Audit
01

AUDIT & DIAGNOSE

  • Root Cause Analysis
  • Workflow Mapping
Systematize

SYSTEMATIZE

  • SOP Architecture
  • Quality Gates (RME)
Automate

EXECUTE & AUTOMATE

  • Automation Concept
  • LLM Integration
Execution

SELECTED PROJECTS

AI Neural Network
Internal Tooling

SOP GENERATOR

Prototype / Internal Proof-of-Concept

THE BREAKDOWN

Designed a prototype agent using LLM APIs to ingest raw process notes and output compliance-ready SOPs.

ResultStandardization
StackLLM API (prototype)
Scripting
Automation

GENERAL AUTOMATION

Active

THE BREAKDOWN

Developed a suite of scripts and utilities to handle routine IT and CAD administrative tasks, file archival, and configuration management.

ResultReduced Friction
StackPython, Batch
QA
Process Eng

QA WORKFLOWS

Active

THE BREAKDOWN

Architected the "Gatekeeper" protocols for RME review. Built checklist systems and workflows ensuring NFPA 72/1221 compliance.

ResultRisk Mitigation
CodeNFPA 72
Enterprise Standardization
Platform Eng

IT INFRASTRUCTURE

Active

THE BREAKDOWN

Unified hardware standards and software deployment for 125+ users. Migrated legacy local data to secure cloud environments.

Scale125+ Users
TypeHybrid Cloud

GET IN TOUCH

I am open to discussing systems engineering, infrastructure reliability, and the practical application of AI tooling in legacy industries.