Zander Brumbaugh

Data Scientist

https://talent.gravityer.com/zander-brumbaugh

CS @ UW. Programmer, author. Researching NLP.

Seattle

Key Strengths

Experience with Python, a core language for Data Science.
Demonstrated interest in Machine Learning and AI through projects like 'llm-temporal-alignment' and 'Diffusion-From-Brain-Scans'.
Experience with Jupyter Notebooks, a common tool in data science workflows.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards personal projects, including multiple editions of a Roblox game book and various GitHub repositories related to AI/ML. This indicates a self-starter with a passion for learning and applying technical skills. However, the projects are predominantly personal and lack explicit team collaboration or large-scale system experience, which might impact cultural fit in a collaborative enterprise environment. The target role is 'Data Scientist', and while there are relevant projects, the overall breadth of technologies outside of Python and Lua is limited. The experience level is 0, which suggests this candidate is entry-level despite the project depth.

Soft Skills & Operational Fit

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

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Projects

Coding-Roblox-Games-Made-Easy_3edn

November 6, 2025 – Present

Coding-Roblox-Games-Made-Easy_3edn — GitHub repository

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DSCapstone

October 15, 2024 – October 15, 2024

DSCapstone — GitHub repository

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llm-temporal-alignment

February 21, 2024 – March 2, 2024

Methods and evaluation for aligning language models temporally

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ZanderBrumbaugh.github.io

January 17, 2024 – August 9, 2024

Personal website

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Diffusion-From-Brain-Scans

November 8, 2023 – October 13, 2024

Diffusion-From-Brain-Scans — GitHub repository

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CSE455FinalProject

March 13, 2023 – March 17, 2023

CSE455FinalProject — GitHub repository

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Revipulator

December 12, 2022 – December 12, 2022

Revipulator — GitHub repository

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Coding-Roblox-Games-Made-Easy-2nd-Edition

February 15, 2022 – July 3, 2024

Coding Roblox Games Made Easy - 2nd Edition, Published by Packt

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Coding-Roblox-Games-Made-Easy

December 16, 2020 – January 30, 2023

Coding Roblox Games Made Easy, published by Packt

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emarsoftware

August 8, 2019 – February 6, 2024

Front end tools for designing robot faces, setting up custom robot APIs, and controlling a robot (WoZ)

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Key Strengths

Experience with Python, a core language for Data Science.
Demonstrated interest in Machine Learning and AI through projects like 'llm-temporal-alignment' and 'Diffusion-From-Brain-Scans'.
Experience with Jupyter Notebooks, a common tool in data science workflows.

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.

Zander Brumbaugh

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit