I use a mix of approaches when solving problems. I lean on first principles and data to build initial lightweight prototypes to test feasibility, and then go all in once that's validated.
My initial approach is to ground the solution in first principles and data.
I allocate full resources only after the prototype is validated.
- First‑Principles Analysis: decompose problems to fundamentals.
This workflow helps me reduce risk and focus effort on ideas that have demonstrated viability. See my self portrait for more about my thinking style.
- Data Gathering: collect quantitative/qualitative evidence.
- Lightweight Prototyping: build minimal versions to test core ideas.
- Validation Check: compare prototype results to success criteria.
- Full‑Scale Execution: commit full resources after validation.