Machine Learning Postdoctoral Researcher

• May 2023 - Present

Graduate Student Research Assistant

• Aug 2018 - May 2023

Physics-guided machine learning for environmental sciences, collaborating with US Geological Survey Water Mission Area Data Science Branch, Berkeley Lab, University of Wisconsin Limnology, and others.

GAANN Graduate Fellow in Computer Science

• Aug 2017 - Aug 2018

Department of Energy Office of Science Graduate Student Research Fellow

• Sep 2021 - Sep 2022

Working under Dr. Charuleka Varadharajan building advanced machine learning models to help investigate the impacts of climate and hydrological disturbances on river water quality (iNAIADS project) Working under Dr. Charuleka Varadharajan building advanced machine learning models to help investigate the impacts of climate and hydrological disturbances on river water quality (iNAIADS project)

Data Science / Machine Learning Intern

• Jun 2020 - Sep 2021

Water Mission Area - Integrated Information Dissemination Division - Data Science Branch - Physics-guided machine learning model development - Machine learning applications for lake temperature prediction Water Mission Area - Integrated Information Dissemination Division - Data Science Branch - Physics-guided machine learning model development - Machine learning applications for lake temperature prediction

Software Engineer

• Aug 2015 - Aug 2017

• Performed Web Application development on the Infinite Campus Student Information System in Java, MS-SQL, Gradle, Grunt, JavaScript, AngularJS, Groovy, jQuery, Jasmine, HTML, and CSS/SASS. • Developed Microsoft and Google integrations into classroom tools using tools such as AngularJS, REST API, Gulp, Webpack, and Java. • Participated in the Agile/SCRUM development methodology with monthly iterations, weekly sprints, retrospectives, and daily stand-up discussions. • Performed Web Application development on the Infinite Campus Student Information System in Java, MS-SQL, Gradle, Grunt, JavaScript, AngularJS, Groovy, jQuery, Jasmine, HTML, and CSS/SASS. • Developed Microsoft and Google integrations into classroom tools using tools such as AngularJS, REST API, Gulp, Webpack, and Java. • Participated in the Agile/SCRUM development methodology with monthly iterations, weekly sprints, retrospectives, and daily stand-up discussions.

African Music Ensemble Manager

• Aug 2013 - May 2015

• Manage a 40-piece West African music ensemble consisting of drum, dance, flute, voice, xylophone, and horn. • Advertised for concerts, tours and recruiting events • Responsible for maintaining an organized rehearsal space and keeping an inventory on over 200 instruments • Maintained, tuned, repaired, and crafted instruments and accessories in preparation for upcoming performances • Manage a 40-piece West African music ensemble consisting of drum, dance, flute, voice, xylophone, and horn. • Advertised for concerts, tours and recruiting events • Responsible for maintaining an organized rehearsal space and keeping an inventory on over 200 instruments • Maintained, tuned, repaired, and crafted instruments and accessories in preparation for upcoming performances

Software Development Intern

• May 2014 - Dec 2014

• (Preface that I am now ideologically opposed to anything to do with defense contractors, weapons development, etc) • Work in the Civil Sector of Lockheed Martin's Information Systems and Global Solutions on ERAM ( En Route Automation Modernization ) Technology • Routine coding, development, and inspection in C++, Perl, and various shell scripts for surveillance and generation of air traffic control radar scenarios. • Integration of pre-existing productivity aids, debug tools, and… Show more • (Preface that I am now ideologically opposed to anything to do with defense contractors, weapons development, etc) • Work in the Civil Sector of Lockheed Martin's Information Systems and Global Solutions on ERAM ( En Route Automation Modernization ) Technology • Routine coding, development, and inspection in C++, Perl, and various shell scripts for surveillance and generation of air traffic control radar scenarios. • Integration of pre-existing productivity aids, debug tools, and web interfaces into a tool to help recreate issues in the field during operational use of ERAM • Helped build automated GUI testing software based around a keyword/XML infrastructure for daily ERAM testing in Python and Java Show less • (Preface that I am now ideologically opposed to anything to do with defense contractors, weapons development, etc) • Work in the Civil Sector of Lockheed Martin's Information Systems and Global Solutions on ERAM ( En Route Automation Modernization ) Technology • Routine coding, development, and inspection in C++, Perl, and various shell scripts for surveillance and generation of air traffic control radar scenarios. • Integration of pre-existing productivity aids, debug tools, and… Show more • (Preface that I am now ideologically opposed to anything to do with defense contractors, weapons development, etc) • Work in the Civil Sector of Lockheed Martin's Information Systems and Global Solutions on ERAM ( En Route Automation Modernization ) Technology • Routine coding, development, and inspection in C++, Perl, and various shell scripts for surveillance and generation of air traffic control radar scenarios. • Integration of pre-existing productivity aids, debug tools, and web interfaces into a tool to help recreate issues in the field during operational use of ERAM • Helped build automated GUI testing software based around a keyword/XML infrastructure for daily ERAM testing in Python and Java Show less

Information Technology Consultant

• 2011 - May 2013

• Troubleshoot software and networking issues and diagnose hardware problems of clients. • Interact with clients via phone, online chat and in person. • Update the help desk problem database using a ticket system. • Developed competence with software and administrative tools on both Macs and PCs. • Troubleshoot software and networking issues and diagnose hardware problems of clients. • Interact with clients via phone, online chat and in person. • Update the help desk problem database using a ticket system. • Developed competence with software and administrative tools on both Macs and PCs.

Undergraduate Physics Researcher

• 2013 - 2013

Focus on GPU Computation and parallelization frameworks for computational condensed matter physics. Specifically, we investigated phase transitions in magnetic spin glass using parallel tempering Monte Carlo methods for numerical simulations on GPU-accelerated supercomputers. Work was done in C++, CUDA, and MPI. Focus on GPU Computation and parallelization frameworks for computational condensed matter physics. Specifically, we investigated phase transitions in magnetic spin glass using parallel tempering Monte Carlo methods for numerical simulations on GPU-accelerated supercomputers. Work was done in C++, CUDA, and MPI.