Mark Bauer

Data Scientist

https://talent.gravityer.com/mark-bauer

Member since June 28, 2026

Key Strengths

Demonstrated interest in Deep Learning and AI through multiple personal projects (e.g., '3-best-friends', 'CS598-GenerativeAI-Final-Project', 'QwinSR').
Experience with Python and Jupyter Notebook, which are core tools for Data Scientists.
Exposure to CUDA and C++ for performance-critical signal processing, indicating an understanding of low-level optimization.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and academic, showing initiative and a passion for learning. However, the lack of professional experience or team-based projects makes it difficult to assess collaboration or adaptability in a professional setting. The project diversity is good, covering areas from web development to deep learning and signal processing, but the depth within each area for a senior role is unclear without further assessment. Alignment with a 'Data Scientist' role is strong in terms of project topics.

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

Songscape

May 26, 2024 – May 26, 2024

Songscape — GitHub repository

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CS598-GenerativeAI-Final-Project

April 22, 2024 – January 9, 2025

Stylized handwriting generation in PyTorch

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3-best-friends

March 23, 2024 – January 10, 2025

Using Deep Learning to identify AI generated iamges

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QwinSR

November 18, 2023 – December 17, 2023

An MLP-based Shifted Window Model for Image Super Resolution

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JimmyProject

October 28, 2023 – December 8, 2023

JimmyProject — GitHub repository

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swordsmith

September 28, 2021 – December 17, 2025

Forging crosswords, word by word.

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cusp

June 4, 2021 – July 21, 2021

Library of CUDA kernels for signal processing

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cusp

May 28, 2021 – March 29, 2022

Library of CUDA kernels for signal processing

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breadbox

April 10, 2021 – August 18, 2021

Online twenty questions game created by Adam Aaronson and Cale Wolf for HackIllinois 2021

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FinalProject

April 16, 2020 – May 1, 2020

Final android project for CS125

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Key Strengths

Demonstrated interest in Deep Learning and AI through multiple personal projects (e.g., '3-best-friends', 'CS598-GenerativeAI-Final-Project', 'QwinSR').
Experience with Python and Jupyter Notebook, which are core tools for Data Scientists.
Exposure to CUDA and C++ for performance-critical signal processing, indicating an understanding of low-level optimization.

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.

Mark Bauer

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit