About

Jon Finger

Trainer Profile

Data scientist. Builder. Recovering academic. I work at the edge where messy real-world constraints meet practical AI execution.

Build Stats

  • Main Skill: Applied Data Science
  • Secondary Skill: Production AI Workflows
  • Bias: Practical over performative
  • Weakness: Unclear goals and vague metrics

Operating Rules

  1. Solve for outcomes, not status.
  2. Keep tradeoffs visible.
  3. Protect quality while moving quickly.
  4. Treat AI as a tool, not a belief system.

I care about outcomes, not theater.

Most of my work sits at the intersection of science, education, and production AI workflows. I like systems that are honest about tradeoffs: speed versus rigor, scale versus trust, novelty versus reliability.

This site is where I share field notes from that work.