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Data Cleaning & ETL for Messy Exports

$50/hr Starting at $150

Your data already exists — it's just spread across exports that don't match. Different column names, inconsistent date formats, duplicates, numbers stored as text, half-empty rows.


I normalize all of it into one clean dataset you can import anywhere: Excel, CSV, JSON, or straight into a SQL database. Deduplication, validation, type fixing, and a summary of what changed so you can see exactly what happened to your data.


Recent example: six brokerage exports (Robinhood, Fidelity, Schwab, Webull, Computershare, Fundrise) with six different formats, unified into a single normalized table — see my portfolio.


For recurring work, I wrap the pipeline in Docker on a schedule so new files get processed automatically.


What I need to start: a sample of your current files and the output format you want.

About

$50/hr Ongoing

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Your data already exists — it's just spread across exports that don't match. Different column names, inconsistent date formats, duplicates, numbers stored as text, half-empty rows.


I normalize all of it into one clean dataset you can import anywhere: Excel, CSV, JSON, or straight into a SQL database. Deduplication, validation, type fixing, and a summary of what changed so you can see exactly what happened to your data.


Recent example: six brokerage exports (Robinhood, Fidelity, Schwab, Webull, Computershare, Fundrise) with six different formats, unified into a single normalized table — see my portfolio.


For recurring work, I wrap the pipeline in Docker on a schedule so new files get processed automatically.


What I need to start: a sample of your current files and the output format you want.

Skills & Expertise

APIData CleaningData ExtractionData ManagementProgrammingPythonSQL

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