UC Berkeley Sky Computing Lab

Assisting Professor David Bamman with NLP research through linguistic analyzations on inequality in fictions.

Assisting graduate student Katherine Russel with the documentation of Atchan, a language spoken by the Tchaman people in Côte d'Ivoire and Ghana.

Artificial intelligence for color-emotion relationships. Qingdao, China• Designed ML model using PyTorch that classifies colors with emotions by fine tuning CLIP, multi-modal pre-training model.• Performed data-cleaning on datasets using NumPy and Pandas, improving test accuracy by 5%.• Researched and tested several adaptation methods that improves CLIP’s ability on downstream tasks.

Graphic Design Team of Innovative Design

Teaching students from grade 1-12 fundamental math skills: developing mental math skill and hands-on learning and assisting with homework to improve school performance.• Collaborating and communicating with other instructors and coworkers on Slack• One-on-one teachings performed on rotating basis, interacting with different students and analyzing each one’s weak and strong aspects

• Offers life-changing opportunities such as RYLA, conferences, and student exchange• Connect with organizations like Jack.org, Ocean Wise, and the Ronald McDonald House• Organized community (1000+ guests) and school wide (200+ students) events with $3000+ raised

• Organized trips to food banks & animal shelter• Initiated service projects with $3k+ raised

• Designed a payload to fly on Blue Origin's Rocket• Researched and developed ways to strengthen metals under magnetism and microgravity

Working in a team of 6 students to create a prototype for an app that aims to store and analyze receipts and to calculate financial spendings.• Sketched out and created several designs and flow of the app on Figma and Illustrator• Communicated and brainstormed with team members and mentors using Slack and Miro• Surveyed targeted audiences and conducted using testings on prototypes• Implemented the final design on Android Studio

Artist Assistant• Partnered with artists off&online• Experimented and created series of artwork with aluminum: 3D installation artworks and 2D mixed media drawings