Data Science & MLOps
Aktualisiert am 10.12.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 07.01.2026
Verfügbar zu: 100%
davon vor Ort: 100%
Data Scientist
MLOps
Databricks
Cloud Computing
Tableau
Data Engineer
PL/SQL
Agile Softwareentwicklung
Data Analyst
German: Native
Muttersprache
English
C2
Spanish
A2
Turkish
A2

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years
2024-01 - now

Credit check of new customers

Data Scientist and Managing Director, Self-employment, lead developer, team size 4-6, agile scrum
Data Scientist and Managing Director, Self-employment, lead developer, team size 4-6, agile scrum

  • Design of custom documentation structure for component-rich architecture (Jira, Confluence)
  • Development of a standard for exploratory data analysis
  • Development in Databricks and Azure (incl. monitoring, alerting, ACA, Docker, KQL)
  • Model optimization
  • Software development in Python
  • PoC for vector-based CosmosDB migration
  • Stakeholder Management

Kiechle IT Consulting GmbH
5 years 1 month
2019-06 - 2024-06

Development and research of neural networks

  • Development and research of neural networks in Python and PyTorch
  • Data analysis with Matplotlib and ML Explainability
    • Joint research work for reinforcement learning + machine learning in IT security

Research Center for Computer Science, IDS
3 years 3 months
2020-10 - 2023-12

Address classification

AI Expert 
AI Expert 

  • ETL pipeline development with Kedro
  • REST API with Docker, FastAPI
  • Data analysis with Matplotlib, Jupyter Notebooks
  • Software development in Python 3 on Azure

AMAI GmbH
3 years 3 months
2020-10 - 2023-12

Speech Recognition Bot

AI Expert
AI Expert

  • Automatic speech recognition (ASR) using Kaldi (Shell)
  • Named entity recognition (NER)
  • Stakeholder management
  • Software development and operationalization in Python and Docker

AMAI GmbH
3 years 3 months
2020-10 - 2023-12

Credit check of existing customers

AI Expert
AI Expert

  • Development of Big Data ETL pipelines based on common open source frameworks (Apache Hadoop, Apache Hive, Python, Apache Spark, Keras), AWS, Kubernetes, Docker
  • Development of new functionalities (analytics modules, user feedback and model training processes) for internal analytics platform in Python
  • Development of SQL and PL/SQL load runs based on specific requirements and storage of the results in SQL databases (Oracle)
  • Development of models for the detection of anomalies in time series and granular data, event modelling
  • Development of decision models (e.g. for alarm generation)
  • Development of causal models for automated root cause analysis
  • Development of process components for text analysis for the generation of anomaly explanations
  • Create related dashboards (Tableau)
  • Creation of monitoring functions (Grafana), as well as documentation

AMAI GmbH
1 year 8 months
2017-10 - 2019-05

Hercules-2 Project for predictive maintenance

  • High-dimensional outlier detection with R, Java
  • Selection of Data Attributes in Oracle PL/SQL

Institute of Program Structures and Data Organization, KIT (University)

Aus- und Weiterbildung

Aus- und Weiterbildung

2 years 6 months
2018-04 - 2020-09

Computer Science

Master of Science in Computer Science, Grade: 1.5, Focus on ML and IT Security, Karlsruhe Institute of Technology
Master of Science in Computer Science, Grade: 1.5, Focus on ML and IT Security
Karlsruhe Institute of Technology

  • Master's Thesis Grade 1.0: gladly upon request

Kompetenzen

Kompetenzen

Top-Skills

Data Scientist MLOps Databricks Cloud Computing Tableau Data Engineer PL/SQL Agile Softwareentwicklung Data Analyst

Produkte / Standards / Erfahrungen / Methoden

5 Jahre Machine Learning:

SKlearn/Scikit-learn, Tensorflow, Keras, PyTorch, Python, Shell, TimeSeries Forecasting, Event Modellierung


3,5 Jahre MLOps:

MLflow, Grafana, Kubernetes, Docker, ACA, Tableau, API Alerting & Monitoring


5 Jahre Cloud Computing & Operations:

Azure, AWS, Databricks, KQL, Oracle, PL/SQL


5 years of agile working:
Jira, Confluence, Scrum, Office365

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years
2024-01 - now

Credit check of new customers

Data Scientist and Managing Director, Self-employment, lead developer, team size 4-6, agile scrum
Data Scientist and Managing Director, Self-employment, lead developer, team size 4-6, agile scrum

  • Design of custom documentation structure for component-rich architecture (Jira, Confluence)
  • Development of a standard for exploratory data analysis
  • Development in Databricks and Azure (incl. monitoring, alerting, ACA, Docker, KQL)
  • Model optimization
  • Software development in Python
  • PoC for vector-based CosmosDB migration
  • Stakeholder Management

Kiechle IT Consulting GmbH
5 years 1 month
2019-06 - 2024-06

Development and research of neural networks

  • Development and research of neural networks in Python and PyTorch
  • Data analysis with Matplotlib and ML Explainability
    • Joint research work for reinforcement learning + machine learning in IT security

Research Center for Computer Science, IDS
3 years 3 months
2020-10 - 2023-12

Address classification

AI Expert 
AI Expert 

  • ETL pipeline development with Kedro
  • REST API with Docker, FastAPI
  • Data analysis with Matplotlib, Jupyter Notebooks
  • Software development in Python 3 on Azure

AMAI GmbH
3 years 3 months
2020-10 - 2023-12

Speech Recognition Bot

AI Expert
AI Expert

  • Automatic speech recognition (ASR) using Kaldi (Shell)
  • Named entity recognition (NER)
  • Stakeholder management
  • Software development and operationalization in Python and Docker

AMAI GmbH
3 years 3 months
2020-10 - 2023-12

Credit check of existing customers

AI Expert
AI Expert

  • Development of Big Data ETL pipelines based on common open source frameworks (Apache Hadoop, Apache Hive, Python, Apache Spark, Keras), AWS, Kubernetes, Docker
  • Development of new functionalities (analytics modules, user feedback and model training processes) for internal analytics platform in Python
  • Development of SQL and PL/SQL load runs based on specific requirements and storage of the results in SQL databases (Oracle)
  • Development of models for the detection of anomalies in time series and granular data, event modelling
  • Development of decision models (e.g. for alarm generation)
  • Development of causal models for automated root cause analysis
  • Development of process components for text analysis for the generation of anomaly explanations
  • Create related dashboards (Tableau)
  • Creation of monitoring functions (Grafana), as well as documentation

AMAI GmbH
1 year 8 months
2017-10 - 2019-05

Hercules-2 Project for predictive maintenance

  • High-dimensional outlier detection with R, Java
  • Selection of Data Attributes in Oracle PL/SQL

Institute of Program Structures and Data Organization, KIT (University)

Aus- und Weiterbildung

Aus- und Weiterbildung

2 years 6 months
2018-04 - 2020-09

Computer Science

Master of Science in Computer Science, Grade: 1.5, Focus on ML and IT Security, Karlsruhe Institute of Technology
Master of Science in Computer Science, Grade: 1.5, Focus on ML and IT Security
Karlsruhe Institute of Technology

  • Master's Thesis Grade 1.0: gladly upon request

Kompetenzen

Kompetenzen

Top-Skills

Data Scientist MLOps Databricks Cloud Computing Tableau Data Engineer PL/SQL Agile Softwareentwicklung Data Analyst

Produkte / Standards / Erfahrungen / Methoden

5 Jahre Machine Learning:

SKlearn/Scikit-learn, Tensorflow, Keras, PyTorch, Python, Shell, TimeSeries Forecasting, Event Modellierung


3,5 Jahre MLOps:

MLflow, Grafana, Kubernetes, Docker, ACA, Tableau, API Alerting & Monitoring


5 Jahre Cloud Computing & Operations:

Azure, AWS, Databricks, KQL, Oracle, PL/SQL


5 years of agile working:
Jira, Confluence, Scrum, Office365

Vertrauen Sie auf Randstad

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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

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