Max Held

Max Held

Mentor
Rising Codementor
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ABOUT ME
I'm a data scientist and R/shiny developer, focusing on exploratory data analysis, unsupervised learning, visualisation and data ops.
I'm a data scientist and R/shiny developer, focusing on exploratory data analysis, unsupervised learning, visualisation and data ops.

I am a data scientist and software engineer with five years of experience in research, consulting and freelance development.

I have build data products using the tidyverse and r-lib libraries, functional programming, data visualisation (ggplot2, plotly, htmlwidgets and interactivity (shiny)). Throughout, I have focused on bringing software development best practices to reproducible science, using defensive programming, test-driven development, CI/CD (Travis, now migrating to Docker and GitHub Actions) and source control management (git, GitHub).

I am particularly interested in DataOps and CI/CD (around Docker), exploratory and bayesian analyses, visualization and unsupervised learning.

My deepest expertise is in the R ecosystem, Linux and docker, but I also have a working knowledge of web frontend technologies (HTML5, CSS, JavaScript) as well as Python. I am not interested in working with proprietary stacks (especially SAS, Tableau, Power BI).

I have built several visually rich reports, fully reproducible on every commit from the raw data and build environment down to the final HTML assets. I am also developing an R package for a specialised survey method (including an S3 scheme and extensive input validation), have contributed to existing R packages and have built a prototype shiny application for an industry customer. I have also taught several courses on R and data science.

My resume is at http://www.maxheld.de/cv/held_resume.pdf and you can find more information at http://www.maxheld.de and my GitHub profile.

Though not a computer scientist by training, I have come to love just building something that saves another human being a lot of time, or perhaps, even serves her in solving an important problem.

I have also learned (the hard way) that software development, in R as elsewhere, is not without risks. I work best when I understand the users needs well, and can break it down into small, modular, and well-tested pieces. This requires a lot of focus and "saying no" (mostly to oneself).

Berlin (+02:00)
Joined February 2019
EXPERTISE
4 years experience
I have worked as a full-time R developer for the past 4 years, initially in agent-based modeling at Jacobs University Bremen and then in ...
I have worked as a full-time R developer for the past 4 years, initially in agent-based modeling at Jacobs University Bremen and then in (mostly) exploratory data analysis at Universität Hohenheim and Friedrich-Alexander Universität Erlangen-Nürnberg (FAU). I have extensive experience with the tidyverse and r-lib libraries, functional programming, data visualisation (ggplot2, plotly, htmlwidgets and interactivity (shiny)). Throughout, I have focused on bringing software development best practices to reproducible science, using defensive programming, test-driven development, CI/CD (Travis, now migrating to Docker and GitHub Actions) and source control management (git, GitHub). I have built several visually rich reports, fully reproducible on every commit from the raw data and build environment down to the final HTML assets. I am also developing an R package for a specialised survey method (including an S3 scheme and extensive input validation), have contributed to existing R packages and have built a prototype shiny application for an industry customer. I have also taught several courses on R and data science.
GitGitHub
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GitGitHub
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1 year experience
developing the ghactions package to bring GitHub actions to the R ecosystem. https://r-lib.github.io/ghactions/
developing the ghactions package to bring GitHub actions to the R ecosystem. https://r-lib.github.io/ghactions/

REVIEWS FROM CLIENTS

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SOCIAL PRESENCE
GitHub
ghactions
GitHub actions for R and accompanying R package
R
37
0
rsync
GitHub action to deploy to some server via rsync and ssh
Shell
10
3
Stack Overflow
1293 Reputation
0
12
32
EMPLOYMENTS
Software Engineer (Contract)
RStudio
2019-05-01-Present
Developing the ghactions package to bring GitHub actions to the R ecosystem: https://r-lib.github.io/ghactions/
Developing the ghactions package to bring GitHub actions to the R ecosystem: https://r-lib.github.io/ghactions/
Git
R
Bash
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Git
R
Bash
Shell
GitHub
Docker
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Research Associate
Friedrich-Alexander Universität Erlangen-Nürnberg
2018-03-01-Present
Data Science
Data Science
HTML/CSS
Git
R
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HTML/CSS
Git
R
Bash
GitHub
LaTeX
Bootstrap
Docker
Shiny
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Research Associate
Universität Hohenheim
2016-05-01-2018-03-01
Data Science
Data Science
HTML/CSS
Git
R
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HTML/CSS
Git
R
GitHub
LaTeX
Shiny
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PROJECTS
GitHub Actions package for RView Project
RStudio Inc.
2019
Bringing GitHub actions to the R ecosystem
Bringing GitHub actions to the R ecosystem
R
Bash
Shell
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R
Bash
Shell
Docker
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