I will do data entry, data labeling, product categorization and data annotation

Daniel Saito

United States

I speak English

Database architecture and Python bug fixing

You give me one named bug and a way to reproduce it. I give you back a diff, and the reproduction now passes. You run that check yourself, without me on a call. Since 2011 I have run RedRobot, a stud...
Read More
About this Gig

I categorize or tag large sets of rows: products, support tickets, transactions, survey answers, job posts, anything with a category you can define.


You give me the rows and the categories. If you do not have categories yet, I propose a set from a sample and you approve it before the run.


What you get

  • Your file back with a category on every row
  • An UNCLEAR bucket. Rows the rules cannot resolve get flagged, not guessed
  • A verification sample: 100 rows I checked by hand, with the disagreement count stated

How it runs

Machine-assisted and hand-checked. Deterministic rules first, a model only where rules cannot decide, and a human pass over the sample before delivery. You get the error rate stated instead of hidden.


Standard adds a second pass over everything marked UNCLEAR.

Premium adds the rule set written down, so you can run the next batch without me.


I do not

  • Invent categories you did not approve
  • Silently guess a row to make the output look complete
  • Deliver without the sample

No category list and no sample file, no start.

Read More
do data entry, data labeling, product categorization and data annotation
Full Screen
do data entry, data labeling, product categorization and data annotation
Full Screen
Full Screen
do data entry, data labeling, product categorization and data annotationdo data entry, data labeling, product categorization and data annotationdo data entry, data labeling, product categorization and data annotation

Technique:

Automated

Tagging type:

Text

Related tags