Boise, Idaho

Elijah Walker

AI and cloud computing student with fab-floor experience at Micron. I build data and AI tools in Python, from machine learning classifiers to LLM-powered agents.

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Built

01

About me

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Elijah Walker
Boise, Idaho

I'm finishing an associate's degree in AI and cloud computing at the College of Western Idaho, wrapping up in May 2027. This past summer I interned as a process control technician at Micron's fab in Manassas, Virginia, reviewing metrology data and SPC charts on chemical vapor deposition tools.

Before that I spent ten years at Quaker Hill, a camp and conference center in McCall, Idaho. I started on support staff and left as the digital media manager. Most of what I build now is in Python: classifiers for class, LLM agents on my own hardware, and a scheduling app for the camp. Next fall I'm planning to start a B.S. at Boise State.

School
College of Western Idaho, 4.0 GPA
Leadership
VP of Leadership, Phi Theta Kappa · Event Coordinator, TechForge
Off the clock
Gaussian splats, PC builds, running, philosophy of mind
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Projects

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hermes

Ran on a droplet, March to April 2026

A paper-trading bot that ran unattended for two months. Every weekday at 9:45 ET it pulled prices and news, asked Claude and Gemini for a call on each ticker, merged the two calls, ran them through risk rules, and placed paper orders through Alpaca. It never touched real money.

PythonClaudeGeminiAlpacaAPSchedulersystemd

Quorum

In progress

A desktop scheduling app for the conference center I worked at. It pulls staff from QuickBooks Payroll, form data from Cognito Forms, and reads PDF activity sheets with Claude Vision so nobody has to retype them.

TauriReactFastAPISQLAlchemyClaude Vision

  • RAG + MCP server

    Web search, PDF ingestion, and retrieval tools an assistant can call, backed by ChromaDB.

    Python · MCP · ChromaDB
  • HAL 9000

    A Discord bot answering from Gemma 4 12B on my own Radeon GPU, no cloud account.

    NanoClaw · Ollama · Vulkan
  • Classifier labs

    RBF SVM at 96.5% with 0.95 malignant recall; KNN just over 97% on full MNIST.

    scikit-learn · NumPyGitHub
  • Black Friday trends

    A 39-person survey and χ² tests: no significant shift online (p = 0.72), yet 49% plan fewer store trips.

    SurveyMonkey · Sheets
03

Media and design

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Motion · 30 s each

The Firm Foundation

Intro bumpers for a 31-week sermon series in six parts, cut one week at a time. Week 1 is "The Unseen Reality."

Print · InDesign

Quaker Hill summer camp 2027

The camp brochure gets a new theme and layout every year around the same core details.

Brand · Python

Logo recovery pipeline

Turns old, low-resolution logo files into clean transparent PNGs with a 4× Lanczos upscale and a luminance threshold.

3D capture · Scaniverse

Gaussian splats

Room-scale captures from phone LiDAR, plus single-image tests that fill hidden geometry with AI inpainting.

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Resume

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Jun – Aug 2026

Process Control Technician Intern

Micron Technology · Manassas, VA

Reviewed metrology data and analyzed SPC charts. Supported tool troubleshooting and engineering escalations. Learned CVD process and chemistry fundamentals and cleanroom protocol, and contributed to shift passdowns.

Jun 2016 – May 2026

Digital Media Manager and Support Staff

Quaker Hill Camp & Conference Center · McCall, ID

Ran IT services, managed digital assets and media marketing, trained support staff, and coordinated teams.

Expected May 2027

AAS, Artificial Intelligence and Cloud Computing

College of Western Idaho · 4.0 GPA

Machine learning, agentic engineering, computer vision, cloud computing, and data visualization. Planned next: a B.S. at Boise State University, fall 2027.

2026

Vice President of Leadership · Event Coordinator

Phi Theta Kappa, Beta Sigma Pi chapter · TechForge, CWI's AI club

AI and ML
Machine learning with PyTorch, LLM apps and RAG, AI agents and automation, AI-assisted development
Data
Python with pandas and NumPy, SQL, Tableau, statistical analysis
Manufacturing
SPC, metrology data review, cleanroom protocol, tool troubleshooting
Media
Video editing, InDesign, brand and logo work, media marketing
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Lab notes

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Longer write-ups on things I've built or broken. First drafts are in progress.

  1. In progress

    Running Gemma on a Radeon card with Ollama, Vulkan, and WSL2

    Local LLM
  2. In progress

    Two models, one trade: how hermes merged Claude and Gemini

    Agents
  3. In progress

    What SPC charts taught me about watching a model drift

    Fab · ML
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Now

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Updated November 2026

  • Finishing my AAS at CWI this spring, then starting a B.S. at Boise State in fall 2027.
  • Serving as Vice President of Leadership for Phi Theta Kappa's Beta Sigma Pi chapter.
  • Planning events for TechForge, CWI's AI club, and setting up a shared GitHub organization for member projects.
  • Learning artificial neural networks and RAG vector databases.
  • Building an offline Bible study app for Linux with parallel translations, full-text search, and cross-references.
  • Picking a speech model for a conversational voice project. Kokoro, Qwen3-TTS, CosyVoice3, and Chatterbox-Turbo are on the shortlist.
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Contact

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Let's make something

I'm in Boise, Idaho. Email is the fastest way to reach me.

elijahjames.walker@gmail.com