Sonnet Xu

Data Scientist

https://www.opentalent.in/sonnet-xu

Stanford

Member since June 27, 2026

Key Strengths

Extensive personal project experience in Python, particularly in areas related to AI/ML and data science.
Demonstrated interest in large language models (LLMs) and their applications (e.g., 'gavel', 'tracing-sycophancy').
Experience with Jupyter Notebooks, indicating familiarity with data exploration and analysis workflows.
Current role as 'Data Scientist' at Stanford, suggesting direct relevance to the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate shows a strong inclination towards personal projects, many of which are research-oriented or experimental, aligning with an innovative and self-driven culture. The breadth of technologies used across projects (Python, JavaScript, HTML, CSS, Shell, Dockerfile, TeX) indicates adaptability. However, the lack of team-based project descriptions or collaborative experience makes it difficult to fully assess cultural fit beyond individual contribution.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

gavel

June 20, 2026 – Present

llm as judge + distillation made easy :)

View Project

cs321m-competition

May 10, 2026 – Present

cs321m-competition — GitHub repository

View Project

med-routing

April 25, 2026 – Present

med-routing — GitHub repository

View Project

demographic-calibration-aistats

March 11, 2026 – Present

demographic-calibration-aistats — GitHub repository

View Project

med-merge

February 23, 2026 – Present

med-merge — GitHub repository

View Project

tracing-sycophancy

February 15, 2026 – Present

tracing-sycophancy — GitHub repository

View Project

StanfordPupper

November 11, 2025 – December 13, 2025

StanfordPupper — GitHub repository

View Project

AutoGKB

March 25, 2025 – December 18, 2025

AutoGKB — GitHub repository

View Project

BiasICL

February 20, 2025 – Present

BiasICL — GitHub repository

View Project

ai-for-design

May 31, 2024 – August 28, 2024

Google Summer of Code 2023: Final Project

View Project

Key Strengths

Extensive personal project experience in Python, particularly in areas related to AI/ML and data science.
Demonstrated interest in large language models (LLMs) and their applications (e.g., 'gavel', 'tracing-sycophancy').
Experience with Jupyter Notebooks, indicating familiarity with data exploration and analysis workflows.
Current role as 'Data Scientist' at Stanford, suggesting direct relevance to the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.

Sonnet Xu

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit