Nathan Vance

Data Scientist

https://talent.gravityer.com/nathan-vance

University of Notre DameMember since June 25, 2026

Key Strengths

Demonstrated interest in data science and machine learning through projects like 'rPPG' (Deep learning remote photoplethysmography training and evaluation code) and 'assessment' (Jupyter Notebook usage).
Proficiency in Python, a core language for Data Scientists, as evidenced by multiple personal projects.
Experience with C++ and shell scripting, indicating a broader technical foundation that can be beneficial for performance-critical data processing or system integration.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show a strong inclination towards self-driven learning and exploration across various technical domains (e.g., deep learning, system utilities, music generation). This indicates a proactive and curious mindset. However, the projects are all personal, lacking evidence of team collaboration or contributions to open-source projects, which are important for cultural fit in many organizations. The diversity of projects suggests adaptability, but also a potential lack of deep specialization in a single area relevant to the target role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

assessment

June 10, 2024 – June 11, 2024

assessment — GitHub repository

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rPPG

March 27, 2024 – April 16, 2024

Deep learning remote photoplethysmography training and evaluation code

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cv2

January 20, 2020 – May 11, 2020

cv2 — GitHub repository

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org.homelinuxserver.vance.biblereader

April 23, 2019 – July 4, 2024

This repo is archived by Flathub as the app is EOL. If this was done in error, please open an issue at https://github.com/flathub/flathub/issues

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pg3_tutorial

October 2, 2018 – October 4, 2018

pg3_tutorial — GitHub repository

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grad_arch_project

April 3, 2018 – May 3, 2018

Graduate Architecture Project

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clic

March 31, 2017 – October 24, 2017

CLuster In the Cloud

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Music

March 5, 2016 – April 28, 2016

A java music generator

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remote_operation

June 19, 2015 – July 13, 2015

An exosite based android app for manipulating devices behind a firewall

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January 27, 2015 – February 7, 2016

7 wonders for the linux shell

View Project

Key Strengths

Demonstrated interest in data science and machine learning through projects like 'rPPG' (Deep learning remote photoplethysmography training and evaluation code) and 'assessment' (Jupyter Notebook usage).
Proficiency in Python, a core language for Data Scientists, as evidenced by multiple personal projects.
Experience with C++ and shell scripting, indicating a broader technical foundation that can be beneficial for performance-critical data processing or system integration.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Nathan Vance

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit