Chief of Staff

Working backwards

From AI/biotech founder at 35 to today.

Not a fixed destiny — a map that updates as you learn more about yourself.

Now · Age 20–22

  • Build AI fundamentals
  • Research experience
  • Biology foundation
  • 2–3 serious projects
  • Professional network

Age 22–25

  • Research or industry role
  • Pick a technical specialization
  • Potential graduate school
  • First startup experiments

Age 25–30

  • Deep specialization
  • Leadership
  • Startup opportunity
  • Capital & network

Age 30–35

  • Founder / researcher transition
  • Company building
  • Financial independence

Probability-weighted pathway

Research career~35–45%
Startup~20–30%
Industry specialist~20–30%
Other~5–15%

Modeled plausibility from your stated goals and assumptions — not a prediction.