Scientist
CurrentCode development for plasma control group, managed on Gitlab via SourceTree.Design and program workflow to calibrate ~400 magnetic probes via MATLAB:- Data cleaning and pipelining post-experimentation, designing and applying physics- based models, assessing performance and applying uncertainty analysis.- Derive model parameters by methods of Bayesian inference, least-squares , Monte Carlo Metropolis-Hastings sampling, and hyper-parameter optimizations.-… Show more Code development for plasma control group, managed on Gitlab via SourceTree.Design and program workflow to calibrate ~400 magnetic probes via MATLAB:- Data cleaning and pipelining post-experimentation, designing and applying physics- based models, assessing performance and applying uncertainty analysis.- Derive model parameters by methods of Bayesian inference, least-squares , Monte Carlo Metropolis-Hastings sampling, and hyper-parameter optimizations.- Determine sampling frequency of probes using Fourier analysis.Real-time FPGA embedded hardware design and verification via MATLAB Simulink.Design and create MATLAB GUIs that support experiments.Lead team meetings and on-boarding experience for new members.Presented and participated in plasma physics conferences:- High Temperature Plasma Diagnostics (2022)- Published research: “Bayesian inference and calibration of magnetic diagnostics.”Design and provide support in experiments between cross-functional groups. Show less