Developed Regression models + trained them using field and physical test data to minimize the cost through stochastic gradient descent.

Developed and trained Classification Models using Labeled field data

Developed pipelines to automate data pre/post-processing as well as fit the models to data

Developed scripts on top of design validation software to perform statistical analysis on the initial design and guide test engineers to the right locations in the field to measure data.

Continuously trained models and worked on the correlation between experiments and simulation data to ensure the continous improvement of precision and recall of developed models.

Developed Regression models + trained them using field and physical test data to minimize the cost through stochastic gradient descent.

Developed Classification Models using Labeled field data and continuously trained them

Developed pipelines to automate data pre/post-processing as well as fit the models to data (language: Python/C++/TCL/TK)

Developed scripts on top of design validation software to perform statistical analysis on the initial design and guide test engineers to the right locations in the field to measure data.

Continuously trained models and worked on the correlation between experiments and simulation data to ensure the continous improvement of precision and recall of developed models.