- Implement a multi channel conversation within Amazon Lex product.
Research assistant
University of Southern California
Oct 2021 - May 2022(8 months)
Execute several experiments to improve the performance of a predictive model for patients who will need a massive blood
transfusion in less than 24 hours using Scikit-Learn.
• Understand and explain the importance of each variable in the models to gain insights into what makes a patient more likely
to need a massive blood transfusion.
• Deploy a web application with R Shiny allowing physicians to interact with these models and validate their prognostics about
each patient.
LEADERSHIP AND INVOLVEMENT
M
Web developer
Mining & Geology Software
Mar 2021 - May 2022(1 year 3 months)
• Lead proviz project, a team of 4 at Promine Inc to develop a web application to visualize and manipulate mining and geological
files.
• Design a cloud architecture on AWS to support requirements for a web app in a serverless environment.
• Deploy a back-end interface with Django and Django Rest Framework.