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I will provide expert rlhf and ai data annotation for llm training
About this Gig
STOP WASTING MONEY ON BAD TRAINING DATA
Your LLM will fail if humans can't rank responses correctly. I'm an expert RLHF annotator with Mindrift/Outlier experience training production models.
I DON'T just click buttons. I provide human reasoning that makes AI smart.
SERVICES:
RLHF: Rank responses for Helpfulness, Truth, Safety + write justifications
Data Annotation: NER, Sentiment, Intent, Text Classification
LLM Evaluation: Red-teaming, bias detection, hallucination testing
SFT Data: Write high-quality prompt + response pairs
WHY ME VS $5 GIGS:
1. 6+ months enterprise RLHF - I know OpenAI/Anthropic quality rubrics
2. 99% accuracy on client projects - I send scorecards to prove it
3. Native English + Bonus: Fluent Pidgin/Yoruba/Hausa for African datasets
4. 24hr delivery - Your model training won't wait
TEST MY QUALITY FREE:
Send 10 sample rows. I'll label them + record a Loom video explaining my reasoning. No expert work? Don't hire me.
Quality data = Quality model. Cheap data = Failed launch.
Message me your dataset specs now.
Technique:
Manual
Tagging type:
Text
My Portfolio
FAQ
What file format will I receive?
You will receive Excel, CSV, or JSON. Just specify your preference in the order requirements and I'll format it exactly how your ML pipeline needs it
Can you follow complex RLHF guidelines?
Yes. I specialize in RLHF ranking and prompt-response evaluation. Send me your labeling guidelines or rubric and I'll match them with 100% accuracy.
Is all the work done manually or do you use AI?
Absolutely 100% manual. 0% automation or AI tools. All annotations are done by me to avoid AI bias and ensure the highest quality for training data. This is critical for LLM safety and performance.
