I will evaluate agentic ai workflows, tool calls, and llm reasoning traces

China

I speak Chinese, English

AI Data Evaluator, LLM QA and Chinese Audio Specialist

Detail-oriented AI Data Specialist with 3+ years of experience in LLM response evaluation, agentic workflow analysis, and Mandarin audio QA (ASR/TTS). Core Expertise: Agentic AI & LLM QA: Step-by-st...
About this Gig

Are you developing an LLM application or an Autonomous AI Agent and need rigorous, human-in-the-loop evaluation?


I am an experienced AI Data Specialist with 3+ years of experience specializing in agentic workflow analysis, tool-call accuracy verification, and subtle hallucination detection. I help AI teams fine-tune model performance with actionable, defensible human feedback (RLHF/RLAIF).


What I offer in this Gig:

- Agentic Workflow Audit: Evaluating multi-step reasoning logic, step execution, and agentic task completion quality.

- Tool-Call & Parameter Verification: Auditing function parameters, API payloads, and execution logs.

- Side-by-Side (SxS) Rating: Rigorous comparative response evaluation against your customized rubrics.

- Safety & Hallucination Detection: Identifying factual errors, unwanted semantic shifts, and toxic outputs.


Tools & Environments: Experienced with Argos, CVAT, web-based trace inspection interfaces, Claude, ChatGPT, and API environments.


Strict confidentiality guaranteed. Select a package or contact me for custom trace volumes!


Technique:

Manual

Tagging type:

Text

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Image

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Audio