QA Test Engineer → AI Builder

I find what breaks in hardware.
Now I build with AI that doesn't.

Five years validating BIOS, IPMI, and BMC/OpenBMC firmware for enterprise server and desktop platforms. Now applying that same rigor to AI-assisted testing, automation, and tooling.

BIOS & IPMI BMC / OpenBMC Python & Automation Applied AI — building
5+
Years in QA
98%
Support accuracy
2019
Joined AMI
B.S.
IT — Networking
Experience

Where the rigor comes from.

May 2019 — Present

Quality Assurance Test Engineer

AMI — American Megatrends
  • Set up, configured, and troubleshot hardware/software prototype solutions for server and desktop platforms
  • Built test cases and test plans, logged into bug-tracking systems for cross-team visibility
  • Executed BIOS, Utilities, IPMI, and BMC testing, validating systems for compatibility
  • Partnered with developers to reproduce, isolate, and resolve failures
  • Delivered customer technical support with a 98% accuracy rating
May 2018 — Aug 2018

Quality Assurance Technician (Intern)

May 2017 — Aug 2017

Consumer Impact R&D (Intern)

May 2014 — Aug 2016

Quality Assurance Technician (Intern)

Skills

What I bring to the table.

QA & Testing

Test Case DevelopmentTest Plans Manual & Remote TestingRoot Cause Analysis Bug/Issue Tracking

Firmware & Hardware

BIOSIPMIBMC / OpenBMC RAID AnalysisServer & Desktop Prototypes

Operating Systems

Windows XP–11, 2012UbuntuArch RHELMintKaliManjaro

Automation & Scripting

PythonSelenium WebDriverRobot Framework

Tools & Platforms

JiraGitNetworkingIT Infrastructure

AI & Applied Automation — building

LLM-assisted test generation Prompt engineering for QA AI-augmented log triage
Projects

What's in the pipeline.

AI tooling aimed squarely at the hardware/firmware QA problems above — not generic AI demos. Swap each card's link in as repos ship.

BMC/IPMI Log Triage Assistant

In the queue

Parses raw BMC and IPMI sensor logs, flags anomalies against known-good baselines, and drafts a plain-English failure summary for the ticket.

PythonLLM APIBMC/IPMI

AI Regression Case Generator

In the queue

Takes a BIOS/firmware change spec and drafts candidate regression test cases for engineer review — AI proposes, the tester still disposes.

PythonPrompt EngineeringCI

Ask-Your-Test-Results

In the queue

A small retrieval layer over Jira and test-run history so anyone can ask "what failed on the Gaspergoo build?" in plain language.

RAGJira APIPython
+
Next project not yet filed.
Browse the repo queue on GitHub ↗
Certifications

Credentials on the way.

CompTIA Linux+
Core systems credential — underway per 2025/2026 goals
In progress
ISTQB Certified Tester — AI Testing (CT-AI v2.0)
Testing ML & generative AI systems: data quality, model behavior, non-determinism
Planned
ISTQB Certified Tester — Testing with Generative AI (CT-GenAI)
LLM-powered testing, prompt engineering, AI-assisted test infrastructure
Planned
AWS Certified AI Practitioner
Applied AI/ML literacy on the cloud platform behind most enterprise QA tooling
Planned

ISTQB Foundation Level (CTFL) is a prerequisite for CT-AI v2.0.

Get in touch

Let's build something that doesn't break.

Hiring, collaborating, or just want to talk BMC firmware and AI tooling — the door's open.