Austin Tao

Data Scientist

https://talent.gravityer.com/austin-tao

Data and AI Engineer

CareDx

Key Strengths

Experience as a Data Scientist at CareDx (current role).
Demonstrated interest in Machine Learning and Data Science through personal projects like 'mllm-public' (merging multiple LMs) and 'mate-rov' (ROV development involving C++ and Python).
Proficiency in Python and Jupyter Notebook, essential tools for Data Scientists.
Exposure to various development tools and languages (C++, Shell, Makefile, Lua, TeX) indicating a broad technical curiosity.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show initiative and a drive for self-learning and exploration in technical domains. The diversity of projects, from robotics to natural language processing, suggests adaptability and a broad interest in problem-solving. However, the lack of detailed descriptions for many projects makes it difficult to fully assess the depth of engagement or collaborative aspects. The current role as a Data Scientist aligns well with the target role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

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

atao-dev-tools-public

August 12, 2025 – August 12, 2025

atao-dev-tools-public — GitHub repository

View Project

alt2177

April 9, 2025 – May 5, 2025

alt2177 — GitHub repository

View Project

mllm-public

March 23, 2025 – March 24, 2025

A framework for merging multiple LMs to improve OOD performance without additional training

View Project

altplots

March 22, 2025 – April 16, 2025

Python wrapper library for plotting

View Project

ataomath

March 20, 2025 – March 22, 2025

LaTex package for custom commands

View Project

pyvi

March 13, 2025 – Present

pyvi — GitHub repository

View Project

ragtime

March 13, 2025 – March 13, 2025

ragtime — GitHub repository

View Project

ee-227bt-final-project

November 19, 2024 – December 17, 2024

ee-227bt-final-project — GitHub repository

View Project

dul-2024

January 26, 2024 – January 26, 2024

dul-2024 — GitHub repository

View Project

mate-rov

October 2, 2019 – January 5, 2021

Mono-repository for MATE ROV development.

View Project

Key Strengths

Experience as a Data Scientist at CareDx (current role).
Demonstrated interest in Machine Learning and Data Science through personal projects like 'mllm-public' (merging multiple LMs) and 'mate-rov' (ROV development involving C++ and Python).
Proficiency in Python and Jupyter Notebook, essential tools for Data Scientists.
Exposure to various development tools and languages (C++, Shell, Makefile, Lua, TeX) indicating a broad technical curiosity.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

Austin Tao

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit