I will do llm evaluation, chatbot testing, and rlhf alignment

Muhammad Ashraf

Pakistan

I speak Pashto, English, Urdu

AI ML Specialist, LLM Evaluation, Data Annotation Expert

I help AI startups and developers improve their LLM products through accurate chatbot evaluation, high-quality data annotation, and clean, model-ready datasets. What I offer: LLM chatbot evaluation:...
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About this Gig

Is your AI chatbot hallucinating, losing its tone, or giving unsafe responses?

As an AI/ML Specialist, I provide rigorous, human-in-the-loop evaluation and RLHF (Reinforcement Learning from Human Feedback) testing to ensure your Large Language Models (LLMs) are accurate, safe, and production-ready.

I help developers and AI startups bridge the gap between automated metrics and real human judgment.

What I will do for your model:

  • Prompt-Response Testing: Stress-test your chatbot against edge cases and jailbreak attempts.
  • Metric Scoring: Score outputs based on Accuracy, Relevance, Toxicity, Bias, and Brand Tone.
  • Detailed Feedback: Provide actionable written logs explaining exactly why an output failed or succeeded.
  • RLHF Ranking: Rank multiple model responses to help fine-tune your reward models.

What you will receive:

A structured summary report (CSV/Excel/JSON) containing the prompts tested, model outputs, specific scores, annotated screenshots, and a qualitative summary report detailing key vulnerabilities or behavioral patterns found in your chatbot.

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Age range:

Youth

Education:

Higher education

Testing platform:

Other

Device:

PC

Language:

English

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