DevOps & DataScience
Aktualisiert am 06.09.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 06.09.2024
Verfügbar zu: 100%
davon vor Ort: 100%
DevOps Engineer
Kubernetes
Data Scientist
Terraform
TensorFlow
Pytorch
Ansible
Docker
Google Cloud
AWS
Machine Learning
Deep Learning
Predictive Maintenance
Go
PySpark
GitLab
CI/CD
Prometheus
Grafana
German
Native
English
Fluent
Japanese
Intermediate

Einsatzorte

Einsatzorte

Darmstadt (+50km) Arnsberg, Westfalen (+50km) Würzburg (+50km)
Deutschland
möglich

Projekte

Projekte

1 Jahr
2023-04 - 2024-03

Consolidation of Feature Stores

SQL Python Hive ...
  • Unified multiple internal feature stores into a centralized system to optimize data processing.

SQL Python Hive Automation Apache Spark
Deutsche Telekom AG
7 Monate
2022-09 - 2023-03

Future-Oriented Predictive Ticketing

SQL Python H2O.ai ...
  • Independently developed a predictive model to forecast customer inquiries, enabling proactive customer support and increasing customer satisfaction.
  • Results: Achieved an approximate prediction accuracy of 89% for forecasting customer tickets within a 7-day window
SQL Python H2O.ai Apache Spark PyTorch
Deutsche Telekom AG
1 Jahr 1 Monat
2021-09 - 2022-09

Kubernetes Cluster Tooling and Evaluation

Kubernetes Docker Go ...
  • Developed and evaluated tools to optimize the Kubernetes cluster, including testing external solutions such as Rancher.

Kubernetes Docker Go Rancher
Deutsche Telekom AG
1 Jahr 1 Monat
2020-09 - 2021-09

Modernizing Legacy Infrastructure with Kubernetes

Kubernetes GitLab Docker ...
  • Modernized IT infrastructure by building a highly available and scalable Kubernetes cluster.
  • Results: The Kubernetes cluster was used as an incentive to renew old applications for the cluster, and the Rancher GUI allowed faster prototyping and testing
Kubernetes GitLab Docker Go
Deutsche Telekom AG

Aus- und Weiterbildung

Aus- und Weiterbildung

3 Jahre 11 Monate
2020-10 - 2024-08

Studie in Computer Science

Bachelor in Computer Science, Darmstadt University of Applied Sciences
Bachelor in Computer Science
Darmstadt University of Applied Sciences
  • Bachelor?s Thesis: on Request
  • Thesis Grade: 1.7
6 Jahre 1 Monat
2012-10 - 2018-10

Japanese Studies (Japanese Law, Subsidiary: German Criminal Law)

Johann Wolfgang Goethe University Frankfurt am Main
Johann Wolfgang Goethe University Frankfurt am Main

Position

Position

IT Specialist for DevOps & Data Science

Kompetenzen

Kompetenzen

Top-Skills

DevOps Engineer Kubernetes Data Scientist Terraform TensorFlow Pytorch Ansible Docker Google Cloud AWS Machine Learning Deep Learning Predictive Maintenance Go PySpark GitLab CI/CD Prometheus Grafana

Produkte / Standards / Erfahrungen / Methoden

Kubernetes Docker

Profile

  • 5 years of experience in DevOps with a focus on Kubernetes and CI/CD
  • Experience in Kubernetes since 2016
  • 2 years in Data Science specializing in Predictive Maintenance


TECH STACK

  • Kubernetes
  • Docker
  • Golang
  • AWS
  • GitLab
  • .NET Framework
  • Terraform
  • Ansible 
  • Javascript
  • Google Cloud Platform (GCP)
  • Pytorch
  • TensorFlow 
  • MLOps
  • Machine Learning
  • Python 
  • PySpark


LEARNING

  • Cloud Architecture
  • Automation
  • Feature Engineering
  • Model Deployment


EXPERIENCE
04/2024 - today
Role: IT Specialist 
Customer: on Request

Tasks:
  • Providing DevOps, Data Science, and MLOps solutions.

Skills:
Data Science, DevOps, MLOps, Machine Learning, Python, Kubernetes

09/2020 - 03/2024
Role: DevOps Engineer & Data Scientist 
Customer: Deutsche Telekom AG, Darmstadt, Germany

Tasks:
  • Built Kubernetes clusters and developed Golang-based tools for container management.
  • Developed ML models, conducted data analysis to support business operations, and implemented a feature store.

Skills:
DevOps-Skills: Kubernetes, Docker, Golang, AWS, GitLab, DataScience Skills: Pytorch, TensorFlow, PySpark, Python, Apache Spark

09/2019 - 09/2020
Role: DevOps Engineer 
Customer: on Request, Arnsberg, Germany

Tasks:
  • Maintained own product, developed software fixes, and optimized performance.

Skills: 
Kubernetes, Helm Charts, GitLab

01/2019 - 06/2019
Role: Software Engineer, Freelance
Customer: Itabashi-ku, Tokyo, Japan

Tasks:
  • Freelanced developing software for hospital management.

Skills: 
C#, .NET Framework, Visual Basic

02/2016 - 08/2018
Role: Full-Stack Developer 
Customer:  on Request, Frankfurt am Main, Germany

Tasks:
  • Released a proprietary product: PocketServer, an on-demand container server platform.
  • Developed a comprehensive suite, including a Kotlin-based Android app for purchasing game servers, with the underlying infrastructure implemented on GCP.

Skills: 
Kubernetes, Google Cloud Platform (GCP), Docker, Kotlin, Android


Einsatzorte

Einsatzorte

Darmstadt (+50km) Arnsberg, Westfalen (+50km) Würzburg (+50km)
Deutschland
möglich

Projekte

Projekte

1 Jahr
2023-04 - 2024-03

Consolidation of Feature Stores

SQL Python Hive ...
  • Unified multiple internal feature stores into a centralized system to optimize data processing.

SQL Python Hive Automation Apache Spark
Deutsche Telekom AG
7 Monate
2022-09 - 2023-03

Future-Oriented Predictive Ticketing

SQL Python H2O.ai ...
  • Independently developed a predictive model to forecast customer inquiries, enabling proactive customer support and increasing customer satisfaction.
  • Results: Achieved an approximate prediction accuracy of 89% for forecasting customer tickets within a 7-day window
SQL Python H2O.ai Apache Spark PyTorch
Deutsche Telekom AG
1 Jahr 1 Monat
2021-09 - 2022-09

Kubernetes Cluster Tooling and Evaluation

Kubernetes Docker Go ...
  • Developed and evaluated tools to optimize the Kubernetes cluster, including testing external solutions such as Rancher.

Kubernetes Docker Go Rancher
Deutsche Telekom AG
1 Jahr 1 Monat
2020-09 - 2021-09

Modernizing Legacy Infrastructure with Kubernetes

Kubernetes GitLab Docker ...
  • Modernized IT infrastructure by building a highly available and scalable Kubernetes cluster.
  • Results: The Kubernetes cluster was used as an incentive to renew old applications for the cluster, and the Rancher GUI allowed faster prototyping and testing
Kubernetes GitLab Docker Go
Deutsche Telekom AG

Aus- und Weiterbildung

Aus- und Weiterbildung

3 Jahre 11 Monate
2020-10 - 2024-08

Studie in Computer Science

Bachelor in Computer Science, Darmstadt University of Applied Sciences
Bachelor in Computer Science
Darmstadt University of Applied Sciences
  • Bachelor?s Thesis: on Request
  • Thesis Grade: 1.7
6 Jahre 1 Monat
2012-10 - 2018-10

Japanese Studies (Japanese Law, Subsidiary: German Criminal Law)

Johann Wolfgang Goethe University Frankfurt am Main
Johann Wolfgang Goethe University Frankfurt am Main

Position

Position

IT Specialist for DevOps & Data Science

Kompetenzen

Kompetenzen

Top-Skills

DevOps Engineer Kubernetes Data Scientist Terraform TensorFlow Pytorch Ansible Docker Google Cloud AWS Machine Learning Deep Learning Predictive Maintenance Go PySpark GitLab CI/CD Prometheus Grafana

Produkte / Standards / Erfahrungen / Methoden

Kubernetes Docker

Profile

  • 5 years of experience in DevOps with a focus on Kubernetes and CI/CD
  • Experience in Kubernetes since 2016
  • 2 years in Data Science specializing in Predictive Maintenance


TECH STACK

  • Kubernetes
  • Docker
  • Golang
  • AWS
  • GitLab
  • .NET Framework
  • Terraform
  • Ansible 
  • Javascript
  • Google Cloud Platform (GCP)
  • Pytorch
  • TensorFlow 
  • MLOps
  • Machine Learning
  • Python 
  • PySpark


LEARNING

  • Cloud Architecture
  • Automation
  • Feature Engineering
  • Model Deployment


EXPERIENCE
04/2024 - today
Role: IT Specialist 
Customer: on Request

Tasks:
  • Providing DevOps, Data Science, and MLOps solutions.

Skills:
Data Science, DevOps, MLOps, Machine Learning, Python, Kubernetes

09/2020 - 03/2024
Role: DevOps Engineer & Data Scientist 
Customer: Deutsche Telekom AG, Darmstadt, Germany

Tasks:
  • Built Kubernetes clusters and developed Golang-based tools for container management.
  • Developed ML models, conducted data analysis to support business operations, and implemented a feature store.

Skills:
DevOps-Skills: Kubernetes, Docker, Golang, AWS, GitLab, DataScience Skills: Pytorch, TensorFlow, PySpark, Python, Apache Spark

09/2019 - 09/2020
Role: DevOps Engineer 
Customer: on Request, Arnsberg, Germany

Tasks:
  • Maintained own product, developed software fixes, and optimized performance.

Skills: 
Kubernetes, Helm Charts, GitLab

01/2019 - 06/2019
Role: Software Engineer, Freelance
Customer: Itabashi-ku, Tokyo, Japan

Tasks:
  • Freelanced developing software for hospital management.

Skills: 
C#, .NET Framework, Visual Basic

02/2016 - 08/2018
Role: Full-Stack Developer 
Customer:  on Request, Frankfurt am Main, Germany

Tasks:
  • Released a proprietary product: PocketServer, an on-demand container server platform.
  • Developed a comprehensive suite, including a Kotlin-based Android app for purchasing game servers, with the underlying infrastructure implemented on GCP.

Skills: 
Kubernetes, Google Cloud Platform (GCP), Docker, Kotlin, Android

Vertrauen Sie auf Randstad

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

Fragen?

Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

Das Freelancer-Portal

Direktester geht's nicht! Ganz einfach Freelancer finden und direkt Kontakt aufnehmen.