Blog posts

2026

Week in review: From developer portfolios to executive narratives

2 minute read

Published:

This week’s biggest change wasn’t technical – it was narrative. I restructured six industry portfolio entries to lead with business impact instead of algorithms. The shift reflects a real career evolution: from implementing models to owning their business outcomes.

Week in review: Vectorization, numerical stability, and biological accuracy

3 minute read

Published:

Modernizing eight research codebases at once sounds like a terrible idea, and some weeks it feels like one. But working across optics, biophysics, robotics, and geostatistics in parallel has surfaced a pattern: the same three engineering challenges keep showing up in every domain, wearing different clothes.