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.