Eliott Humes.

I write software and work with data.

Projects

All repositories

Esocidae

Linux on the M5

Bringing up Linux and the GPU on the Apple M5.

Linux boots from internal NVMe, runs all ten cores, and connects over Wi-Fi. The experimental GPU driver now draws triangles with uploaded shaders, including a triangle visible on the built-in screen. Full-screen display and an accelerated desktop are next.

About

Software Engineer at SCM Education Solutions and Solutions Architect Intern / Consultant at Event Party Rentals.

Completing a B.S. in Business Analytics at CSU San Marcos, expected December 2026.

Resume

Experience

SCM Education SolutionsSoftware EngineerFeb 2026 – Present

Develop and maintain SCM Study, a cross-platform CSCP and CPSM exam-preparation app with practice sessions, timed mock exams, spaced-repetition flashcards, and study analytics.

Build the app in Dart and Flutter, using Riverpod for state management, Drift/SQLite for local storage, and Supabase for backend services. Integrate RevenueCat subscription billing and develop the company and product websites with TypeScript, Next.js, and React.

Event Party RentalsSolutions Architect Intern / ConsultantApr 2026 – Present

Develop inventory reporting and customer analytics for a rental operation in Escondido. Built a DuckDB warehouse with nightly inventory syncs and reporting on utilization, valuation, and deadstock.

Built a TypeScript MCP server with 15 read-only analytics tools for the vendor’s GraphQL API, plus customer segmentation and lifetime-value models using warehouse data.

SnowflaskFounderFeb – May 2025

Founded and operated an international Pokémon card business, generating more than $40,000 in revenue over three months through livestream sales. Managed sourcing, fulfillment, and inventory with suppliers and freight forwarders in China and Japan.

Makai Island KitchenBar ManagerJan 2023 – Apr 2024

Managed the bar program, coordinated with more than 15 distributors, and expanded the rum list to over 200 bottles. Developed Python tools to track inventory usage and cost variance from POS data, and used sales history to plan orders.

Promoted four times in under two years after starting as a barback in 2021. Named Bartender of the Year in the 2023 Santa Cruz Sentinel Readers’ Choice Awards.

Cocktail portfolio

Education

B.S. Business AnalyticsCalifornia State University San Marcos · Expected Dec 2026

A.S. Business AdministrationMt. San Jacinto College · May 2025

What I work with

Languages

  • TypeScript & JavaScript
  • Python & R
  • SQL & Rust
  • Kotlin & Dart

Analytics

  • Regression & classification
  • Time-series analysis
  • Customer segmentation & lifetime value
  • Utilization & capacity
  • Reporting & dashboards

Engineering

  • Data pipelines & record linkage
  • APIs, GraphQL & MCP
  • Node.js & Apps Script
  • Electron, React & Next.js
  • Flutter & Tauri
  • Linux, Git & LaTeX

Operations

  • Master data & inventory
  • P&L management
  • Vendors & distributors
  • Supply chain logistics
  • Processes & documentation

Contact

humeseliott@gmail.com