
New endeavors are typically daunting. It doesn’t matter whether you are making your first private investment or launching a new business, you’re going to have to leave your comfort zone and that’s always tough.”
Latest posts

August 4, 2026
How AI is reshaping internal tools at Opto Investments
AI is changing how Opto engineers build, validate, and improve the internal tools that help our teams scale private markets operations.

July 20, 2026
Backfilling: the most underrated feature of a data pipeline
Why backfilling deserves the same rigor as your forward pipeline - and how config-driven modes and bi-temporality make it safe.

July 4, 2026
The two clocks your data needs
From System-Temporal-Merge to Bi-Temporal-Merge

April 30, 2026
Where does time live in your data?
Part 1 of 2 - From theory to system-temporal-merge

February 23, 2026
In finance, time series data is not optional
Why time series and bitemporal data are essential for accurate financial analysis.

December 8, 2025
In search of a data tribe.
Small Data SF was a reminder that even our most complex data challenges become solvable when we find the people who care about them as deeply as we do.

