Mar 2025 – Present · 1 yr · Menlo Park, California, United States · Hybrid

• Youngest founders in cohort; Only startup selected from Harvard. Automating Grant Applications for Local Governments with AI.

Feb 2025 – Present · 1 yr 1 mo · Cambridge, Massachusetts, United States

• Assisted in creation of AI/ML software package implementing Python version of R-based \ell-test, integrating Adelie's efficient LASSO with 5-fold cross-validation, warm start capabilities for 10+ regularization paths, and single-run LASSO, achieving 3x speedup over scikit-learn's implementation.

Feb 2025 – Present · 1 yr 1 mo · Cambridge, Massachusetts, United States

• Built a full-stack audit platform leveraging GPT-4 to evaluate public-sector AI systems using only system descriptions. Designed a 7-dimension rubric (risk, oversight, explainability, etc.) mapped to the EU AI Act and U.S. Executive Order. Engineered prompt templates using few-shot learning; benchmarked GPT-4 against human raters (84.3% match). Shipped a React/Node.js MVP with dynamic rubric rendering, real-time scoring, and export functionality. Faculty-reviewed through Harvard’s Tech Science for Public Good program.

Jun 2024 – Present · 1 yr 9 mos

Jul 2023 – Present · 2 yrs 8 mos · Remote

• Delivered SQL curriculum to 25+ students, covering query optimization and analytical queries
• Facilitated data science final projects in mobile and website applications
• Assisted Kode With Klossy in remote location to empower students in tech education

Oct 2022 – Present · 3 yrs 5 mos · Olympia, Washington, United States · Hybrid

• Co-founded Olympia Youth Council; led policy design, document analysis across 70+ programs, and secured $40K in public funding to institutionalize youth representation.

Mar 2021 – Present · 5 yrs

• Led development of a public health web app in collaboration with SAP engineers — shipped MVP, and won an international innovation challenge.