Nellie Liu
Senior Scientist at Pandora
- Role
- Senior Scientist at Pandora
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Nellie Liu
I’m a Machine Learning Engineer with expertise in developing NER, relevance ranking, and recommendation systems. I’ve transitioned projects from traditional methods like BM25 to advanced LLM-based approaches, enabling real-time inference and scalable deployments. My work includes fine-tuning transformer models, leveraging RAG for entity linking, and designing content-based and collaborative filtering systems to enhance user recommendations.
Experience
Senior Scientist
May 2020 — Present · Oakland, CA, US
nlp, large language model, entity linking
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