79%
Accuracy
The overall pronunciation accuracy of your speech, reflecting how well a native speaker can comprehend it.
Polished transcript:
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Female
Hi, I am Shiv Kumar Kothari. I am an AI mill engineer with over 5 years of experience building large-scale AI systems, LLM infrastructure, and intelligent search platforms. Most recently, I have worked on developing production-grade generative AI applications that include high-build rack systems and combine intense vector search and sparse retrieval techniques to deliver accurate and grounded responses at very low latency. My work involves query rewriting, semantic re-ranking, multi-agent orchestration, vector databases, and evaluation frameworks for hallucination detection and citation accuracy. Prior to that, I worked on large-scale machine learning and inference optimization projects.
Actual audio transcript (What native speakers are likely to hear):
Hi, I am Shiv Kumar Kothari, I am AI mill engineer with over 5 years of experience building large scale AI systems, LLM infrastructure and intelligent search platforms. So most recently I have worked on developing production grade generative AI applications that include high build rack systems and that combines intense vector search and sparse retrieval techniques to deliver the accurate and grounded response at very low latency. So my work involves query rewriting, semantic re-ranking, multi-agent orchestration, vector databases and evaluation frameworks for hallucination detection and citation accuracy. Prior to that I have worked on large scale machine learning and inference optimization projects.
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