Hire Chanheum C. - Machine Learning Engineer

Developed and deployed an insurance product search service in production which lead to surpassing the initial target consumer conversion rate by 4% in 6 months since the launch - Developed a standardized model interface that enables the team to efficiently work on multiple concurrent NLP projects including the search model - Built a proof-of-concept object detection service by collaborating with backend and frontend engineers that identifies insurable objects in a user taken photo in a mobile app

Developed text classifiers for clients to automatically route emails to underwriters to improve workflow efficiency - Developed a model servering pipeline that containerizes models and loads the containerized model on the pre-defined server (SeldonIO) to provide REST API - Lead Journal Clubs on deep learning covering the latest development in NLP (ULMFiT, ELMO, Transformers, BERT, etc.) - Collaborated with various teams on designing end-to-end pipeline from input data to output for deep learning models in NLP such as Transformers, ULMFiT, ELMO, BERT, etc. while also leading paper reviews on the same topics