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CSV cleanup.
Small tools that work.

Check a file here, or describe the repetitive job you want to simplify. Get a clear scope, reusable output and a quote before work starts.

Try the tools below
USE NOW

Two useful checks. In your browser.

Your tool input stays on this device.

01

Check a CSV

Find blank cells, uneven rows and duplicate keys. UTF-8, comma-separated, up to 2,000 rows and 20 columns.

02

Compare two texts

See which lines were added or removed. Plain text only, up to 300 lines on each side. Nothing is executed.

These browser checks are limited previews. Field-specific validation, saved HTML extraction and integrations are scoped separately.

WHEN THE JOB NEEDS MORE

A small task, with a defined finish.

Starting estimates. Final price and timing follow a sample review.

01 / DATA

CSV cleanup & field mapping

One UTF-8 CSV, up to 2,000 rows and 20 columns. A Python script, explicit mapping, valid-record JSON and row-level errors. External systems are scoped separately.

02 / AUTOMATION

Saved HTML text comparison

Two supplied UTF-8 HTML files, up to 8 MiB each. A static-text comparison script, readable diff and JSON summary. Live monitoring is a separate project.

03 / DOCUMENTS

Word document formatting

One editable DOCX, up to 10 pages and three simple tables. Consistent styles, spacing and pagination, with an editable copy and PDF preview. Original wording retained.

Each agreed task includes one revision within scope. New rules, sources or outputs need a revised quote. No payment is collected on this website.

INSPECT THE WORK

Runnable samples, with test results.

These are new, AI-assisted demonstrations made with synthetic data—not past client projects. They include source, example inputs and actual outputs.

START WITH THE SCOPE

What would you like to get done?

Describe the input, the result you need and your deadline. A request is an inquiry, not an accepted order.

01Send a brief and a reply contact.

02Agree the scope, tools, price and deadline.

03Receive editable output and clear instructions.

I use AI-assisted tools and appropriate checks. Tell me if your task restricts AI. Share only a redacted sample you have permission to share; handling of client files is agreed before work.

How inquiries are handled ↗