Things I make

Questions, models,
and assumptions.

Oracle is an independent experiment in life-expectancy modelling and API design.

Python · FastAPIModelling experimentExplore the source

What sits behind an answer?

A model’s output is only as meaningful as its inputs and assumptions. Oracle explores combining personal attributes and statistical components into an API response.

The engineering interest is in how those components are represented and explained: structured inputs, explicit adjustments, and an output that can be inspected rather than treated as a magic number.

Keep the uncertainty visible.

This is an experimental software project. Its individual estimates are not validated medical predictions. This portfolio presents the engineering work without offering a personal health calculator.

For the implementation and its current state, visit the repository.