I am a technical lead at Meta Platforms LLC working on Facebook Integrity ranking ML on problems concerning personalization and ranking.
Total 7 years of experience in working for ML at big tech companies such as Google, YouTube and Meta. Prior to Meta, a technical lead at YouTube working on ML problems for YouTube Live Chat and Comments, leveraging large language models such as BERT and working on problems such as internationalization and fairness.
Power of LLMs for prevalent language-based ML tasks using prompting and analyze the pros and cons of zero-shot and few-shot prompting.
Know about the limitations of popular generalist LLMs and Find out what domain-specific LLMs are and how they can help solve the limitations.
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