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Content by Dia Trambitas, Ph.D.

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Dia Trambitas is an AI Product Manager with deep expertise in Natural Language Processing and applied Generative AI. At John Snow Labs, Dia has led the development of the Generative AI Lab — a no-code platform for data annotation and model training — as well as the Medical Chatbot, a secure and domain-specific conversational AI assistant tailored for clinical environments. With a strong focus on practical deployments of cutting-edge AI, she has worked at the intersection of healthcare and technology, driving product innovation that empowers users to harness large language models safely and effectively. Passionate about transforming unstructured data into actionable insights, Dia brings a strategic and user-centered approach to building AI tools that are both powerful and accessible.

Blog

One of the questions that Spark NLP users often ask me is what type of tasks can you quickly solve using Spark NLP out of the box. In order to...

Recognize over 18 entities such as Countries, People, Organizations, Products, Events, etc. using an out of the box pre-trained NerDLApproach trained on the OntoNotes corpus.

Recognize Persons, Locations, Organizations, and Misc entities using out of the box pre-trained Deep Learning models based on GloVe (glove_100d) and BERT (ner_dl_bert) word embeddings.

Automatically identify Joy, Surprise, Fear, Sadness in Tweets using out pretrained Spark NLP DL classifier.