I'm Andrew.-image

I'm Andrew.

I'm a San Diego based AI/ML Engineer, currently working at General Atomics driving innovation by harnessing data and AI to optimize and transform company operations, enhancing efficiency and delivering actionable insights.

In my free time time, you can catch me improving my engineering skills, playing with my cats, exploring nature, or golfing.

about-me-image

About me

I'm a Software Engineer currently pursuing a Master's degree in Computer Science with over 5 years of experience in the IT industry, with a focus on DevOps and AI. My expertise lies in designing, implementing, and managing cloud-based and self-hosted AI Agents to optimize company operations in a trustworthy, transparent, and cost-effective manner. I am proficient in AWS and Azure services, with certifications in both. I have experience using LLM orchestration frameworks like LangChain, LangGraph, Semantic Kernel, LlamaIndex, AutoGen, and CrewAI to orchestrate AI-powered workfows and autonomous AI agents. I also have experience with LLM protocols like MCP and A2A enabling agents to use external tools, and coordinate with other agents to complete tasks on behalf of users.

  • Location:San Diego, CA
  • Nationality:American
  • Interests:Camping, Motorsports, Golf
  • Study:University of California, Santa Barbara
  • Employment:General Atomics

Work

Lead AI/ML Engineer

General AtomicsJune 2024 - Present

As the Lead AI/ML Engineer at General Atomics, I spearhead the development and deployment of advanced AI agents to revolutionize company operations. In this role, I served as the SME on LLMs for the organization, and I lead the team that developed a secure internal chatbot, allowing users to self-service AI assistants using RAG with their own data. Additionally, I designed and implemented an AI agent to reduce time spent on writing engineering technical orders by 40% by using AI agents to search a massive corpus of supporting documents and generate TO data. I also rolled out and supported AI software development assistants to accelerate software development velocity by 50% while maintaining security and trustworthiness.

Systems Administrator

General AtomicsFebruary 2023 - June 2024

Working as a Systems Administrator, I am tasked with improving and modernizing the company's IT infrastructure. I brought concepts of DevOps and Agile development to automate, innovate, and quickly generate value for the over 15000 end users. Additionally, I have spearheaded the team to implement generative AI to enable its use throughout the enterprise. I have also personally developed a number of generative AI-powered applications to improve access to information for technicians and executives.

IT Strategic Analyst

Tillster, Inc.October 2021 - February 2023

As an IT strategic analyst, it was my job to be tier 1 helpdesk, systems administrator, and automation engineer all at once. I had to anticipate the needs of the end user, respond to them, and then work to implement solutions that met their needs. I helped in the development of new internal tools using Python, js/jquery, Mulesoft, and others which significantly improved our efficiency.

Compliance & Marketing Consultant

Reynolds & ReynoldsApril 2018 - October 2021

At Reynolds & Reynolds, our clients were car dealerships across the country. I was tasked with auditing their compliance with all of the relevant authorities, including local, state, federal, and corporate. Where there were inconsistencies or compliance failures, it was my job to resolve them quickly, and advise the client on preventing any future violations. I also helped with marketing strategy and content creation.

Education

Bachelor's - Psychology

UC Santa BarbaraSeptember 2017

Skills

DevOps Tools
Docker
Terraform
Kubernetes
CI/CD
Coding Languages
Python
Javascript & Typescript (Node, React)
Bash
Powershell
Generative AI Skills
RAG
Agents
LangChain & LangGraph
Learning
Cloud Services
AWS
Azure
GCP
Cloudflare

Certifications

AWS Solutions Architect Associate certification

AWS Solutions Architect Associate

Amazon Web Services

2024

HashiCorp Terraform Associate certification

HashiCorp Terraform Associate

HashiCorp

2023

Azure AI Engineer certification

Azure AI Engineer

Microsoft

2025

CompTIA CySA+ certification

CompTIA CySA+

CompTIA

2022

Tenable.sc Specialist certification

Tenable.sc Specialist

Tenable

2023

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This guy is an absolute revolutionary. The smartest guy I've ever worked with. He really understands what it means to think different

-- Steve Jobs

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Having ventured to the far reaches of the Galápagos, I thought I had seen the pinnacle of evolution. Yet, upon my return, I encountered a marvel beyond natural selection: the technological prowess of Andrew. His ability to adapt and innovate in the digital ecosystem rivals that of the finches of my studies. Truly, Andrew is the missing link between chaos and digital enlightenment. His services come highly recommended for any species striving to evolve in the digital age.

-- Charles Darwin

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How did you get in here? What is this?! Where is my security? And why are you wearing my hat?

-- Robert Downey Jr.

Get in touch.

For further inquiries or if you have any questions about my services, please feel free to contact me using this form or the information below. I look forward to hearing from you soon.

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