// training · MAPA Method

Learning fast is the skill that decides who adapts to AI.

I've been a professor at Universidad EAFIT for 15 years and building software and AI for 13. I bring both crafts together in Learning Sprints for teams and live cohorts for professionals, with a method tested in the classroom and in production.

  • 15 years teaching at EAFIT
  • Research group mentor since 2004
  • MSc Engineering · Engineering Education
  • AI Software Engineer · ex Globant

// the method

The MAPA Method

Four steps to learn any skill in weeks, not months. It combines ultralearning principles, experiential learning, and AI as a tutor.

  1. Map

    Break the skill down and find the 20% that delivers 80% of the result.

  2. Apply

    Practice from day one on a real project, not in theory.

  3. Practice the hard parts

    Isolated drills on weak spots and active recall so it sticks.

  4. Adjust

    Fast feedback, with AI as a tutor, iterating every week.

Try the MAPA Method for free →

// how we work

Two ways to learn with me

For companies

Learning Sprints

Four-week remote programs that take your team from theory to using a new skill in their real work, including AI adoption.

  • Team skills diagnosis and map
  • Facilitated live sessions and challenges built on your company's real cases
  • Standalone workshops from 90 minutes to half a day
  • Tailored proposal based on team size and goals

For professionals

Live cohorts

Small groups that learn a skill in 4 to 6 weeks with the MAPA Method, guidance, and community.

  • Personal learning plan
  • Live sessions and weekly challenges
  • AI as a tutor, with tested prompts and routines
  • Next cohort: message me to join the waitlist

// let's talk

Want a Sprint for your team or a seat in the next cohort?

Write to me →WhatsApp →