I will be your expert ai annotator for llm training

Pakistan

I speak English

1 order completed

Professional web developer

Hello! I am a full Stack web developer. With over 5 years of experience in web development, I've proven myself adept at building robust and scalable web applications using multiple tech-stacks —a skil...
About this Gig

Hi, I'm Farva an AI annotator and data quality specialist with hands-on experience evaluating LLM outputs using structured rubrics. I help AI companies and research teams build training data that actually improves model performance.


What I offer:

  • RLHF preference ranking (A vs B) with written rationales
  • SFT response writing and editing
  • Factuality checks and hallucination detection with cited sources
  • Code review across Python, JavaScript, SQL, Java, C++, and more
  • Strengths / improvements / severity ratings per rubric
  • Classification, sentiment, intent, and safety labeling
  • Prompt writing and multi-turn conversation evaluation

Why work with me:

  • Technical background (Python, Django, full-stack)
  • Native-level English no vague feedback or rubric misreads
  • Consistent severity ratings across large batches
  • I flag edge cases instead of guessing
  • NDA-friendly


Send the rubric and 1-2 labeled examples before ordering so we can confirm fit. Bulk and ongoing projects welcome message me for a custom offer on 500+ item batches.

Technique:

Manual

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