Open to new opportunities · Remote or Rochester, MN

Sam
Schmaedeka

Technical Advisor · Data Engineer · Full-Stack

I build data pipelines, backend systems, and interfaces that make complex data usable. My most recent role was 3+ years at an early-stage food-tech startup, working in Rust, PostgreSQL, and LLM-assisted data workflows.

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About

I'm a self-taught engineer who spent 3+ years as a generalist at an early-stage food-tech startup — doing the work of a data engineer, backend developer, and frontend developer on a small team where wearing many hats is the job.

Before tech, I spent years behind the bar — which taught me how to read a room, adapt fast, and make complicated things feel effortless. I bring that same instinct to engineering.

Most recently, I built ingredient data infrastructure in Rust + PostgreSQL and LLM-assisted pipelines using the Anthropic API.

Most Recent RoleTechnical Advisor, Food-Tech Startup
LocationRochester, MN
Experience3+ years
FocusRust · Python · TypeScript
BackgroundBiotechnology · Bartending
SQL CertTestDome Gold · Top 10% Globally
Rust BookBrown Univ. Interactive Edition

Projects

Data Engineering

USDA Ingredient Pipeline

An 8-phase Python pipeline that transforms 13,000+ raw USDA records into 1,900+ clean, production-ready ingredients, standardizing names, categories, and dietary tags with LLM-assisted processing via the Anthropic API.

PythonAnthropic APICSV
Case Study →

Backend · Rust

Ingredient Seeder

A Rust seeding task (Loco framework) that loads the full ingredient set into PostgreSQL and can be re-run safely without creating duplicates, handling unique ID generation (UUIDv7) and cross-table relationships automatically.

RustPostgreSQLSeaORM

Full-Stack

Seasonality Engine

A full-stack tool that shows which of 180+ fruits and vegetables are in season for any U.S. ZIP code and date, cross-referencing produce data across all 50 states.

PythonSQLReact

Frontend

Recipe Analytics Cards

Reusable React and TypeScript components that surface cook time, difficulty, and nutrition at a glance, with built-in checks that flag inconsistent or missing recipe data.

ReactTypeScript

Skills

Languages

Rust
Python
TypeScript
SQL

Backend & Data

PostgreSQL
Loco / SeaORM
ETL Pipelines
Anthropic API

Frontend & Tools

React / Next.js
Git / GitHub
Figma · Notion
Google Sheets

Contact

Open to Software Engineer, Solutions Engineer, and Technical Account Manager roles — remote or based in Rochester, MN. Full-time or contract.

Emailsschmaedeka@gmail.com
GitHubgithub.com/schmeddytheyeti
LinkedInlinkedin.com/in/samschmaedeka