Current Project: DOE Wind Turbine Damage Classification Project.
As a Graduate Research Assistant (GRA), I am designing and maintaing an image database of wind turbine damages and process queries to answer questions using ML analyses.
I am also working on the following project:
One project is with New Mexico State University under the supervision of Prof. Hasan Jamil. This project, titled 'A Machine Learning Model for Membrane Bending Modulus Prediction using MatFlow', involves developing machine learning techniques to accurately predict the bending modulus of membranes using the MatFlow framework.
I am also contributing to another research initiative, 'Translational Semantics for the Implementation of a Declarative Machine Learning Query Language'. This project focuses on creating a Machine Learning Query Language (MQL) to enable the integration of declarative semantics into machine learning workflows, enhancing the efficiency and intuitiveness of query processing.