Berlin Buzzwords 2024

Sonam Pankaj

Sonam is the creator of the open-source library called Embed-Anything, which helps to create local and multimodal embeddings. She worked previously at Qdrant engine, in RAG, and before that, she worked at Rasa in conversational AI and generative. Previously, she worked as an AI researcher at Saama and has worked extensively on clinical trial analytics with Pfizer. She is passionate about topics like Biases in language models. She has also published a paper in the most reputed journal of computational linguistics, COLING, in ACL Anthology.


Company/Organisation

Independent


Session

06-11
09:30
20min
The Unsung Hero of Vector Database -- Metric Learning
Sonam Pankaj

We all know there are several vector databases, and once Andrej Karpathy said that even an array can do the same job, true but not true. Vector database provide you the infra to store the embeddings but how those embeddings are made are the most innovative part of all.

Palais Atelier