Developing and analyzing business cases for Skynano plants, focusing on site selection, size, and partner collaboration.Optimizing process flow diagrams and integrating them into comprehensive technical systems to enhance operational efficiency.In collaboration with PJTL Series @ UMich

Conducting comprehensive analysis of over 500,000 data points from various electoral polls, including Governor, U.S. House, U.S. Senate, and U.S. Presidential elections.Evaluating poll accuracy and sensitivity through trend analysis, response rate analysis, benchmark comparison, and statistical power across previous elections.Focusing on the impact of survey methodologies on the reliability of polling data and the effectiveness of leveraging statistical power across diverse election contexts.

Leading the development of a supervised learning algorithm using MAX and JavaScript to track, assess, and translate a performer’s movement into robotic actions, reducing error by 80%.Performing comprehensive mechanical maintenance on robots, including inspection, lubrication, adjustments, cleaning, calibration, part replacement, and testing.Conducting participant interviews and analyzing feedback to inform future iterations of robotic performance.

Negotiating sponsorships and leading outreach initiatives with various school departments and companies.Planning and hosting expos, alumni events, corporate events, and recruitment events, resulting in a 50% increase in corporate events and a 30% increase in participation.Leading consulting projects that have increased club revenue by 30%.

Managing initiatives to bridge the gap between data science academia and industry by overseeing technology consulting projects and organizing collaborative events.Engaging with companies for sponsorships and speaking opportunities, and leading the organization of a project exposition showcasing the work of over 300 members.

I worked on a project with a team on data through the NHANES archives to find results correlating social position with what types of food the user consumes.

Leading efforts in compiling and analyzing guidelines for ethical AI usage, resulting in a 20% reduction in misuse intentions through user experiments.Developing a framework for assessing the impact of rationale display on user behavior, enhancing responsible AI use by comparing LLMs' capability ("can-rating") and ethical appropriateness ("should-rating").

I work with students from grade 6 to 10 on their mathematic skills.

I did research at UCSB in soft robotics. I worked on a self-actuated shoe that used hydropneumatics.