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Ashwin K.

Ashwin K.

QA Automation Engineer (AI training, annotation, and LLM evaluation) — Amura Health

India flagN/A, India

Key Skills

Software

Don't disclose

Top Subject Matter

Healthcare-related AI chatbot QA
RAG evaluation
and LLM output assessment

Top Data Types

TextText
DocumentDocument

Top Task Types

No task types listed

Freelancer Overview

QA Automation Engineer (AI training, annotation, and LLM evaluation) — Amura Health. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. Education includes Bachelor of Engineering, N/A (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

QA Automation Engineer (AI training, annotation, and LLM evaluation) — Amura Health

Don't discloseTextText

Evaluated and reviewed AI chatbot and LLM responses for quality, including relevance, correctness, completeness, clarity, grounding, consistency, and safety. Checked instruction-following against prompts, performed hallucination detection by verifying support from provided context, and validated RAG responses for source alignment. Created structured golden datasets and regression-test labeled examples with prompts, expected outputs, labels, and evaluation notes to support model and prompt iteration. • LLM and prompt-response evaluation with rubric-based quality scoring • Grounding/ground-truth verification for RAG-based chatbot answers • Safety and policy-aware checks including prompt injection and sensitive data leakage testing • Output comparison and response ranking to select the better answer

2022 - Present

Education

N

N/A

Bachelor of Engineering, Engineering

Bachelor of Engineering
2019 - 2019

Work History

A

Amura Health

QA Automation Engineer (AI/LLM Evaluation)

N/A
2022 - Present