Hillary T.

• Conducted physics-informed machine learning modeling to enhance AI agents for material exploration.

• Assisted in the tokenization of physics data for the TREASURE enhancing machine learning applications in high-energy physics (HEP) on 1. Effectiveness and 2. Generalization of all HEP experiments • Developed VQ-VAE architecture to characterize (classifier) and reconstruct (generator) high-energy particle jets at the ATLAS experiment and SLAC datasets. • Collaborated with postdocs during weekly meetings to present research findings and progress. • Leveraged NERSC supercomputers to support complex data analysis with Weights & Bias AI tools.

• Engaged in an intensive summer accounting program at Haas School of Business focusing on Financial & Managerial Accounting. • Selected for exclusive networking opportunities with "Big Four" firms, enhancing recruitment prospects (Deloitte, EY, PwC, KPMG) • Developed skills in financial modeling and predictive machine learning to evaluate corporate performance.

- Spearheaded a major campus resolution (Bio Resolution), assisted in mobilizing 1,500+ student signatures to successfully advocate for and secure $70,000 in departmental/campus funding. - Served on the executive team for a Senatorial campaign; directed outreach strategy and logistics for a 30+ person team engaging a constituency of 1000+ voters. - Attended ISAC (International Student Advisory Committee) meetings, secretary kept track and assisted in legislation focused on equitable campus resource allocation. - Developed cultural specific East Asian tabling and community engagement frameworks that increased voter visibility and reinforced the office's advocacy for student rights.

• Managed front-desk operations at UC Berkeley's largest research hub, ensuring a secure environment for 1000+ daily patrons • Executed strict protocols for opening, closing, emergency protocol coordination and security with a service-oriented approach. • Facilitated access to complex digital and physical research databases, assisting patrons with troubleshooting. • De-escalated high-pressure situations using professional judgment while adhering to university policies.

• Engaged in intensive one-on-one study with Graduate Student to master advanced mathematics topics beyond my academic level • Bridged abstract mathematical theories with practical applications in Quantum Field Theory and Condensed Matter Physics. • Developed a foundational understanding of sheaves, schemes, fields, rings, and Hilbert space operators for high-level theoretical modeling.

- Enacted research plan on identifying Planet Nine candidates and systematized simulations theory with Python. - Authoring formal manuscript (LaTeX) for peer-review at end of semester. Executed computational pipeline to cross compare Nasa/Vera Rubin large datasets of , currently steadily reducing computational latency - Presented to professors and specialists to garner support (exploring N3AS supercomputer usage for multiprocessing) - Initiated research in Monte Carlo simulation, literature review to categorize anomalous orbits

General member in Propulsion and Control Sub-team - Applied Physics on Eureka 4. Designing and simulating PCB and CAD in top professional collegiate team to use simulation on structural integrity (including propulsion of rocket material)

Organizing service trips (twice w/ 150 students) to Guizhou and Yunnan to renovate impoverished schools. Coordinate weekly meetings with executive and general members 250+ project progress and patrons management (8 projects/year) Fundraised annual $35,600 from community and NGOs. Consulting student new start-ups and organizations within school with guidance, funding, connections and marketing. Funded 15 student organizations with opportunity fund (~$450 each) Revolutionized management structure, reduced 20+ admin staff and completed 2 more big projects in same semester

Provide students a chance to represent a nation as a delegate to debate pressing global issues. Managed $11200 in funds annually. I lead the executive team to host the annual Dulwich International Model United Nations, helping young new delegates prepare for the upcoming conferences (finance, space, communication, events, administration) Had 750 members across 15 schools, 9 countries

Coursework: Physics 5A, 5B, 5BL Physics 89 Math 53, 55, 110 COMPSCI 61B POLISCI 5 GEO 10AC

Coursework: International Baccalaureate Diploma Program with Bilingual Diploma (Physics, CompSci, Math) GPA: 43/45 Advanced Placement in Comparative Government, Chemistry, Human Geography, Economics GPA: 5/5