6 min readBuilding
Why I am building FORMA
Writing and debugging the same kind of ETL logic again and again left me with a question about messy data. FORMA is where I am testing it.
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Why something was built, the question behind an experiment, what changed along the way and what is still open. The finished work lives in Projects. This is the thinking around it.

6 min readBuilding
Writing and debugging the same kind of ETL logic again and again left me with a question about messy data. FORMA is where I am testing it.
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I trained and worked as a civil engineer. The move into data happened gradually, through the information the engineering work kept producing, and the way of thinking came with me.
8 min readLearning
Letting a model judge the data is the obvious approach. QualityPlus keeps it away from the score: deterministic checks produce the score, AI assists with the findings, and a person makes the final call.
5 min readBuilding
Related build · QualityPlus
Writing and debugging the same kind of ETL logic again and again left me with a question about messy data. FORMA is where I am testing it.
6 min readBuilding
Related build · FORMA