Hi, I’m Peter Fulop!

Welcome — I’m a software and data engineer focused on designing systems that scale data science and analytics.
I work at the intersection of engineering, automation, and AI-assisted workflows, and I care deeply about becoming a multiplier: building things, processes, and environments that make people and teams more effective.

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Latest Articles

Switching from doing to directing: how engineers learn to direct, verify and own AI-assisted work at every level.
Shaping with AI Career notes

Switching from doing to directing

As AI takes over more of the mechanical work, engineers at every level need to learn how to direct, verify, and own what gets shipped. This article reflects on why that mindset should start early, not only at senior level.

Using Cortex Code Desktop and Codex to run a Snowflake behavior change bundle risk assessment for an Airflow and dbt pipeline.
Shaping with AI Technical notes

How I used Cortex Code Desktop to assess the risks in Snowflake's upcoming behavior change bundle

Snowflake rolls out semantic and breaking changes through behavior change bundles. Before a bundle becomes the default, there is a window to test how those changes might affect your workloads. In this article, I show how I used Codex and later Cortex Code Desktop to assess the risks, identify likely breakpoints in our Airflow and dbt pipeline, and map out likely fixes before the bundle lands.

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