francisco.trejo.dev
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Accelera

shipped

ETL automation for data migration — kills the manual lift of moving and transforming data between systems.

Overview

ETL automation tool focused on data migration. Removes the manual lift from moving and transforming data between systems — the repeatable parts that today still consume engineering quarters.

Problem

Data migrations between systems still take engineering quarters of work, mostly in writing throwaway transformation code that gets thrown out the moment the migration is done.

Why it matters

Most migration work is repeatable but tooling treats every migration as bespoke. Automating the repeatable parts unlocks weeks of engineering time per project — and removes a category of work nobody wants to own.

Architecture

TBD — connector model, transformation engine, scheduling, data validation + reconciliation.

Stack

DatabricksTBD

What I learned

TBD — what running production ETL for fintech taught you.