Business Analytics · CSUSM

Eliott Humes

Profile

Business Analytics @ CSUSM. I'm interested in building custom software solutions for businesses to increase operational efficiency.

Bartender of the Year

2023 · Santa Cruz Sentinel Readers' Choice

Skills

Analytics

  • Regression & classification
  • Time-series analysis
  • Funnel & pipeline analysis
  • Utilization & capacity
  • Reporting & dashboards

Languages

  • TypeScript
  • Python
  • R
  • SQL
  • Rust
  • JavaScript
  • Kotlin
  • Flutter

Engineering

  • Data pipelines (ETL & sync)
  • Record linkage / fuzzy matching
  • API integration & discovery
  • MCP / Anthropic SDK
  • GraphQL · Node.js · Apps Script
  • Electron · React · Tauri
  • Linux · Git · LaTeX

Operations

  • Master data management
  • P&L management
  • Inventory systems
  • Distributor & vendor management
  • Supply chain logistics
  • Process design & docs

Projects

Selected work in analytics, automation, and business operations.

scry-index

A sorted map that learns where keys live instead of searching for them. Lock-free reads, CAS writes, 6-10x faster lookups than BTreeMap.

  • Rust
  • Data Structures
  • Concurrency

esolearn

A 13-crate Rust workspace for ML, AI inference, and data visualization - classical ML, transformer / diffusion inference, vision, charting, and color science, all sharing one GPU compute substrate.

  • Rust
  • Machine Learning
  • GPU

Grimoire

Mod manager for Deadlock. Browse GameBanana, install with one click, resolve conflicts automatically. Also tracks your stats and lets you design crosshairs.

  • TypeScript
  • Electron
  • React

adbridge

CLI + MCP server that gives AI assistants direct access to an Android device - screenshots, OCR, logcat, input control, crash reports. No more copy-pasting logs.

  • Rust
  • MCP
  • Tooling
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Chronology

Aug 2025 – Dec 2026

B.S. Business Analytics

California State University San Marcos

May 2024 – May 2025

A.S. Business Administration

Mt. San Jacinto College

Feb 2025 – May 2025

Founder

Snowflask

  • Launched e-commerce business selling international Pokemon cards via livestream, generating $40,000+ revenue in 3 months ($186/hr avg) through optimized sales channels.
  • Conducted market analysis to identify highest margin products due to international pricing inefficiency.
  • Set up custom logistics chain utilizing Chinese/Japanese suppliers and freight forwarders, ensuring smooth international inventory flow.
  • Managed all aspects of sales and fulfillment process flows, ensuring precise inventory management and positive customer interactions during high-volume live stream events.
Jan 2023 – Apr 2024

Bar Manager

Makai Island Kitchen

  • Developed BOH program for complex syrups/blends; optimized consistency and costs across all high-volume products.
  • Directed bar operations for award-winning tiki bar, where alcohol sales composed 38% of the $4M GAR.
  • Managed 15+ distributors; strategically expanded rum list to 200+ varieties.
  • Designed and implemented monthly special cocktail programs and custom menus to drive seasonal revenue.
  • Cultivated positive workplace culture, resulting in reduced employee turnover and increased team efficiency.
Sep 2022 – Dec 2022

Assistant Bar Manager

Makai Island Kitchen

  • Conducted time series analysis and linear regression of sales data.
  • Developed Python software to track inventory usage and costs using POS sales data.
Oct 2021 – Aug 2022

Bartender

Makai Island Kitchen

  • Crafted diverse cocktails and maintained exceptional guest satisfaction in a high-volume setting.
May 2021 – Sep 2021

Barback

Makai Island Kitchen

  • Supported bartenders; stocked ingredients, glassware, and equipment.

Let's Connect

Looking for internships, collaborations, or just want to talk data. Reach out.