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.
Profile
I'm a business analytics student at CSUSM who got into data the hard way -running a high-volume tiki bar, building inventory systems from scratch, and launching an e-commerce business that did $40K in its first quarter.
Now I'm formalizing that instinct with statistical modeling, Python, and predictive analytics. I care about solutions that actually ship, not just slide decks.
Bartender of the Year
2023 · Santa Cruz Sentinel Readers' Choice
Skills
Data & Analytics
Programming
Tools
Business Operations
Projects
Selected work in analytics, automation, and business operations.
scry-learn
Full ML toolkit in pure Rust -no Python, no BLAS, no unsafe. 23 algorithms from random forests to neural nets, with a scikit-learn API so it feels familiar.
Grimoire
Mod manager for Deadlock. Browse GameBanana, install with one click, resolve conflicts automatically. Also tracks your stats and lets you design crosshairs.
Veil
Encrypted messenger I'm building from scratch. Identity from a 12-word seed phrase, group chat with key rotation, and relay servers that can't read your messages.
Chronology
Education
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
Career
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.
