Hire Lucas B. - AI Researcher

Machine Learning/RF engineer

* Opto-Electro-Mechanical designer uses first principles to guide modeling of complex photonic systems and predict device behaviors . Investigates physical phenomena and communicates results to management to drive key business decisions. * Developed and deployed a convolutional neural network to accelerate data gathering and anticipate laser characteristics. Model had classification accuracy 98% and improved process efficiency by 99% * Created a predictive model for VCSEL reliability to anticipate VCSEL failure rate. * Utilized ETL(extract/transform/load) best practices to engineer data pipelines and automate data cleaning and centralization * Tested intravariable relationships using regression analysis and statistical testing methods. * Implemented closed loop reporting to generate data visualizations and communicate to multiple stakeholder teams. * Created a VCSEL cavity model used by the processing team to increase the overall efficiency of the VCSEL and test new designs.