Aether provides AI-driven software that automates and streamlines solar design, project management and collaboration.

Helped develop battery analytics at scale.

● Worked within the Math Engine R&D team to develop microservices which parsed and evaluated a student-provided solution in order to give hints and corrections. ●Wrote AI Math software for students to solve math problems.

● Dolby Vision is Dolby Laboratories’ imaging technology. The team is responsible for delivering industry-leading algorithms and packages for video compression and color management.

● Sunrun provides residential solar electricity and solar power services for homeowners; Each business day it puts 2 million U.S. dollars’ worth of solar onto people’s roofs and facilitates one solar installation every 10 minutes. ● Used Python / SQL / Google Cloud Platform / Jupyter Notebook to perform data analysis on large data sets.

● Performed accelerated pavement testing for research data analysis using the Heavy Vehicle Simulator for a range of purposes, including understanding pavement behavior/response under different loading and environmental conditions, evaluating new materials and validating/calibrating new designs and performance models.● Performed Materials testing procedures; weigh and measure asphalt construction materials using Matlab and Python. ● The UC Berkeley research works alongside UC Davis to provide field and laboratory data and recommendations to decision-makers at Caltrans, CalRecycle and FAA, to name a few.

● The NILM algorithm is used to measure the consumption estimation of residential electrical appliances by measuring the total load curve of electrical usage at the general meter level. The information is provided in a json structure listing for third - party companies to use. ● Used Python for majority of internal projects