I will expert ai training data evaluation, transcription qc, and sentiment analysis

Atchibabu

India

I speak English, Telugu

I will do expert AI training data evaluation, transcription QC, and sentiment an

I help AI companies improve LLM/VLM models with human-grade data evaluation. Trained in enterprise QA standards for transcription, sentiment analysis, NER, and preference ranking. I specialize in cat...
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About this Gig

Have a dataset that needs human eyes before it hits your LLM?


I manually evaluate AI training data with 99%+ accuracy. I specialize in RLHF scoring, sentiment analysis, and transcription quality control for teams building production models.


WHAT YOU GET:

Line-by-line review of prompts, responses, or transcripts

RLHF helpfulness/harmlessness scoring using your rubric

Sentiment tagging: Positive / Negative / Neutral / Mixed

Transcription QC: Accuracy, speaker labels, timestamps

Error flags with clear notes so your team can retrain fast

Delivery in spreadsheet or JSONL with my annotations


WHY ME:

I understand how bad labels poison models. Ive done 5000+ evaluations across chatbots, voice agents, and content classifiers. I follow your guidelines exactly and ask smart questions when edge cases pop up.

REQUIREMENTS FROM YOU:

1. Your annotation guidelines or rubric

2. Sample of 10-20 items with gold labels if you have them

3. Preferred output format: CSV, Excel, JSONL, etc.

My Basic / Standard / Premium tiers are based on volume: 100 / 300 / 500 items. Need 10k+ items? Message me first for a custom quote.

I do NOT use AI tools to label your data. 100% manual work, every item checked

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expert ai training data evaluation, transcription qc, and sentiment analysis
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expert ai training data evaluation, transcription qc, and sentiment analysis

Technique:

Manual

Tagging type:

Text

•

Audio

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