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Contacts
Email
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PGP Public Key and Fingerprint:
AF46 DF6E EC65 DA9E E98B 7C8D BFEC 0744 6A6F AFE4
Niels Garve Public Key

Niels Garve – fullstack & MLOps engineer

I am happy to join the technical team leadership and stand for code quality and organize machine learning projects with CRISP-DM or CRISP-ML.

Hi, my name is Niels, and I am a MLOps engineer with 8+ years of experience and a strong background in web service development. I am really enthusiastic about data science and its combination with web development to build future-proof software.

I created AIsneaks, where I generate sneaker designs with Artificial Intelligence (see aisneaks.xyz). The technologies and design patterns I currently prefer are:

Currently, I work as a freelancer in agile teams of different companies and projects.

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Working Experience

DateProject
4/2022-presentFullstack and machine learning engineer, OTTO, Part of an agile team that develops and operates machine learning applications for otto.de based on the CRISP-ML process.
AWS/Node.js, AWS/Java, AWS/Python, scikit-learn, pandas, Matplotlib, Jupyter Notebook, Poetry, CRISP-DM
5/2021-3/2022Freelance Javascript Fullstack Developer, Das Büro am Draht, Part of the scrum team that develops a single graph (GraphQL) that provides a unified interface for querying any combination of Audi data sources dividing the graph’s implementation across multiple backend services.
Apollo GraphQL, Apollo Federation, CI/CD, AWS/Node.js, serverless framework, GitHub Workflows, trunk-based development, TypeScript, Jest, Postman/Newman, React.js, React.js frameworks
12/2019-4/2021Freelance Frontend Developer, Das Büro am Draht, Part of the scrum team that builds React.js micro frontends for audi.de.
React.js, React.js frameworks (Feature Hub, Next.js, Gatsby), TypeScript, styled-components, Jest, Apollo GraphQL, AWS/Node.js, serverless framework, AEM, GitHub Workflows
2/2019–11/2019Freelance Senior Frontend Developer, Experience One, Senior developer and part of the scrum team building the Mercedes-Benz OneWeb Vans platform.
React.js, HTML5/CSS3/JavaScript, Sass, AEM
8/2018–1/2019Freelance Frontend Developer, Das Büro am Draht, Part of the scrum team that maintains the website of Audi.
HTML5/CSS3/JavaScript, PostCSS, AEM
2/2018–7/2018Freelance Senior Frontend Developer, NOLTE&LAUTH, Senior developer and part of the scrum team building the Mercedes-Benz OneWeb Vans platform.
HTML5/CSS3/JavaScript, Sass, AEM
9/2017–10/2017Freelance Frontend Developer, customer from Fuschl, Austria.
12/2014–8/2017Frontend Developer, Publicis Pixelpark, Berlin.
2/2013–11/2014Student employee, Inostudio, Berlin.
8/2012–1/2013Internship, Inostudio, Berlin.

Certifications and Education

DateCertification
3/2020-6/2020Machine Learning with Python: A Practical Introduction, IBM., Overall grade: 95%.
Issued Jun 2020, Certificate ID 5694d61220974140a37a9657b633cc7e, See certificate
7/2019-9/2019Principles of Machine Learning: Python Edition, Microsoft., Overall grade: 78%.
Issued Sep 2019, Certificate ID 1e1c10432cb8437cb3cc2fe92eed86f9, See certificate
7/2019Introduction to Python for Data Science, Microsoft., Overall grade: 100%.
Issued Jul 2019, Certificate ID 1655df79462545a89cdc4af0a5b38866, See certificate
4/2010–7/2013Bachelor of Science in Media Informatics, Beuth Hochschule für Technik, Berlin, Overall grade: very good.
Bachelors thesis: Echtzeit-Raytracing mit WebGL (WebGL-driven real time ray tracing)

Qualification and Skills

Extensive Knowledge
React.js, React.js frameworks (Feature Hub, Next.js, Gatsby), TypeScript, styled-components, Jest, trunk-based development, GitHub Workflows, CI/CD, Apollo GraphQL, Apollo Federation, Postman/Newman, HTML5/CSS3/JavaScript, Mobile First Web Design, website performance, clean code, Git, Scrum (from the developer’s perspective)
Data Science Knowledge
Python, PyTorch, scikit-learn, NumPy, pandas, Matplotlib, Jupyter Notebook, Poetry, CRISP-DM, DCGANs
Cloud Computing Knowledge
AWS/Node.js, AWS/Java, AWS/Python, serverless framework, AWS CDK
Basic Knowledge
React Native, Nest, Express, Docker, OpenGL Shading Language, WebGL, AEM, Flask, SEO, Sketch
Languages
German (native), English (fluent)

Other Interests