You will get Accurate AI Data Labeling and Quality Check for Short Texts
Top Rated

Project details
I provide accurate AI data labeling and meticulous quality checks for short-text datasets.
With hands-on experience in translation and linguistic QA, I specialize in catching subtle errors and ensuring clean, well-structured data that meets your project requirements.
Your dataset will be delivered on time, thoroughly reviewed, and ready for immediate use in model training or evaluation.
With hands-on experience in translation and linguistic QA, I specialize in catching subtle errors and ensuring clean, well-structured data that meets your project requirements.
Your dataset will be delivered on time, thoroughly reviewed, and ready for immediate use in model training or evaluation.
Data Entry Type
Data Cleansing, Error DetectionData Entry Tool
Google Sheets, Microsoft ExcelWhat's included
| Service Tiers |
Starter
$40
|
Standard
$100
|
Advanced
$180
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
Number of Hours of Work | 2 | 6 | 12 |
Formatting & Clean Up | |||
Graph & Table Creation | - | - | - |
Optional add-ons
You can add these on the next page.
Additional Revision
+$10
Additional Hour of Work
+$20
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VG
Vanshika G.
Mar 18, 2026
Fluent Japanese Speakers for Recording Projects
HR
Himadri R.
Sep 27, 2025
Market research participants needed in Japan
Shinya was super proactive and even offered to go the extra mile to help complete the project on time
About Shinya
JP/EN Translation, Market Research, Medical QA, Localization
100%
Job Success
Nagoya, Japan - 4:10 am local time
I deliver translations that are accurate, natural, and context-aware, ensuring your message reaches the intended audience with clarity.
I also handle medical document production workflows, including OCR-based text reconstruction, layout reproduction, and linguistic quality review, maintaining strict accuracy standards.
Selected Experience
Business & technical materials(reports, proposals, internal documents)
Market and consumer research summaries
Interview-based research & meeting support
Cross-cultural and creative content(manga, tourism, niche communities)
Medical document QA, OCR text reconstruction, and formatting accuracy checks
Multilingual data annotation & quality review for AI/LLM projects
What I Offer
JP⇄EN translation & localization
Market/industry research & concise reporting
Cross-cultural content adaptation
AI/LLM data annotation & linguistic QA
Medical document QC, OCR reconstruction, and formatting review
Bilingual interpretation for meetings and interviews
(availability depends on region and time zone)
Clients appreciate my accuracy, cultural fluency, and consistent delivery.
I would be glad to support your project with reliable, high-quality work.
Steps for completing your project
After purchasing the project, send requirements so Shinya can start the project.
Delivery time starts when Shinya receives requirements from you.
Shinya works on your project following the steps below.
Revisions may occur after the delivery date.
Step 1 – Data Preparation
Review the provided short-text data and define the labeling criteria.
Step 2 – AI Data Labeling
Label the short texts according to the agreed criteria and record the results in a spreadsheet.