I am an experienced software developer specializing in Python programming with strong knowledge in developing and optimizing software solutions
Aktualisiert am 20.09.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.12.2024
Verfügbar zu: 100%
davon vor Ort: 100%
Python
FastAPI
Machine Learning
Airflow
Continuous Integration
Continuous Delivery
DevOps
AWS
Azure
Azure Devops
Cloud Computing

Einsatzorte

Einsatzorte

Deutschland
möglich

Projekte

Projekte

3 years 8 months
2021-05 - now

Python Backend Development

Freelancer Python FastAPI PyArrow ...
Freelancer

  • Software: Development of software to support portfolio managers
  • Building and enhance performance attribution and DataServices (Microservices)

Python FastAPI PyArrow Pandas polars
Frankfurt am Main
1 year 5 months
2023-03 - 2024-07

ML Development

Freelancer Machine Learning Python
Freelancer

  • AI Application: Development of a forecasting model
  • The model predicts the timeline of ongoing and future projects and highlights deviations from the current plan
  • Building data pipelines using Kedro

Machine Learning Python
Berlin
2 years 10 months
2021-03 - 2023-12

ML Development

Freelancer
Freelancer
  • AI Application: Development of a forecasting model
  • The model predicts the timeline of ongoing and future projects and highlights deviations from the current plan
  • Building data pipelines using Kedro
6 months
2022-02 - 2022-07

Data analysis in the Azure environment

Data Scientist
Data Scientist
  • Building data pipelines using Kedro, Dask, Docker and MLflow
  • Implementation of a supervised model for detecting unauthorized parking in rail traffic using Python, Docker, and Airflow
  • NLP/NLU using Rasa and Chatette
AMAI GmbH
Karlsruhe
1 year 3 months
2020-11 - 2022-01

Data analysis

Data Scientist
Data Scientist
  • Data analysis in Python, Databricks, and Azure
  • Image Recognition with OpenCV and YOLOv5
  • NLP/NLU using OCR, HuggingFace und Spacy
Schwarz Dienstleistung KG
Heilbronn
7 months
2020-03 - 2020-09

Masterthesis

on request
TRUMPF Laser GmbH
Schramberg
6 months
2019-04 - 2019-09

Intern Motorsport IT

  • Support in IT project management
  • Data analysis in the Azure environment
Porsche AG
Weissach
3 months
2019-01 - 2019-03

Intern Motorsport IT

  • Further developement of software for the construction, modification, and planning of motorsport vehicles in the SAP S/4 environment
Porsche AG
Weissach
7 months
2018-06 - 2018-12

Thesis in IT Product Management

on request
Daimler AG
Stuttgart
6 months
2018-01 - 2018-06

Intern in int. IT Project Management

  • Creation of test automation in the SAP environment using Java and VBA
Porsche AG
Zuffenhausen
6 months
2017-02 - 2017-07

Intern in Software Development

  • Development and automation of applications to support controlling (Java)
Daimler AG
Sindelfingen

Aus- und Weiterbildung

Aus- und Weiterbildung

1 year 7 months
2019-03 - 2020-09

Business Informatics

Master, Hochschule Reutlingen
Master
Hochschule Reutlingen
  • Machine Learning
  • Thesis: on request
4 years 3 months
2014-10 - 2018-12

Business Informatics

Bachelor, Hochschule Offenburg
Bachelor
Hochschule Offenburg
  • Thesis: on request
6 months
2016-08 - 2017-01

IT Project Management

California State University Fullerton (USA)
California State University Fullerton (USA)

Kompetenzen

Kompetenzen

Top-Skills

Python FastAPI Machine Learning Airflow Continuous Integration Continuous Delivery DevOps AWS Azure Azure Devops Cloud Computing

Produkte / Standards / Erfahrungen / Methoden

Cloud 

  • Azure
  • AWS


Big Data

  • Databricks
  • PySpark
  • Dask


Data Science/ Machine Learning:

  • Python
  • Pandas
  • Scikit-Learn
  • Kedro
  • MLFlow
  • Airflow
  • HuggingFace
  • Spacy
  • Rasa
  • Chatette

Programmiersprachen

Python
R

Einsatzorte

Einsatzorte

Deutschland
möglich

Projekte

Projekte

3 years 8 months
2021-05 - now

Python Backend Development

Freelancer Python FastAPI PyArrow ...
Freelancer

  • Software: Development of software to support portfolio managers
  • Building and enhance performance attribution and DataServices (Microservices)

Python FastAPI PyArrow Pandas polars
Frankfurt am Main
1 year 5 months
2023-03 - 2024-07

ML Development

Freelancer Machine Learning Python
Freelancer

  • AI Application: Development of a forecasting model
  • The model predicts the timeline of ongoing and future projects and highlights deviations from the current plan
  • Building data pipelines using Kedro

Machine Learning Python
Berlin
2 years 10 months
2021-03 - 2023-12

ML Development

Freelancer
Freelancer
  • AI Application: Development of a forecasting model
  • The model predicts the timeline of ongoing and future projects and highlights deviations from the current plan
  • Building data pipelines using Kedro
6 months
2022-02 - 2022-07

Data analysis in the Azure environment

Data Scientist
Data Scientist
  • Building data pipelines using Kedro, Dask, Docker and MLflow
  • Implementation of a supervised model for detecting unauthorized parking in rail traffic using Python, Docker, and Airflow
  • NLP/NLU using Rasa and Chatette
AMAI GmbH
Karlsruhe
1 year 3 months
2020-11 - 2022-01

Data analysis

Data Scientist
Data Scientist
  • Data analysis in Python, Databricks, and Azure
  • Image Recognition with OpenCV and YOLOv5
  • NLP/NLU using OCR, HuggingFace und Spacy
Schwarz Dienstleistung KG
Heilbronn
7 months
2020-03 - 2020-09

Masterthesis

on request
TRUMPF Laser GmbH
Schramberg
6 months
2019-04 - 2019-09

Intern Motorsport IT

  • Support in IT project management
  • Data analysis in the Azure environment
Porsche AG
Weissach
3 months
2019-01 - 2019-03

Intern Motorsport IT

  • Further developement of software for the construction, modification, and planning of motorsport vehicles in the SAP S/4 environment
Porsche AG
Weissach
7 months
2018-06 - 2018-12

Thesis in IT Product Management

on request
Daimler AG
Stuttgart
6 months
2018-01 - 2018-06

Intern in int. IT Project Management

  • Creation of test automation in the SAP environment using Java and VBA
Porsche AG
Zuffenhausen
6 months
2017-02 - 2017-07

Intern in Software Development

  • Development and automation of applications to support controlling (Java)
Daimler AG
Sindelfingen

Aus- und Weiterbildung

Aus- und Weiterbildung

1 year 7 months
2019-03 - 2020-09

Business Informatics

Master, Hochschule Reutlingen
Master
Hochschule Reutlingen
  • Machine Learning
  • Thesis: on request
4 years 3 months
2014-10 - 2018-12

Business Informatics

Bachelor, Hochschule Offenburg
Bachelor
Hochschule Offenburg
  • Thesis: on request
6 months
2016-08 - 2017-01

IT Project Management

California State University Fullerton (USA)
California State University Fullerton (USA)

Kompetenzen

Kompetenzen

Top-Skills

Python FastAPI Machine Learning Airflow Continuous Integration Continuous Delivery DevOps AWS Azure Azure Devops Cloud Computing

Produkte / Standards / Erfahrungen / Methoden

Cloud 

  • Azure
  • AWS


Big Data

  • Databricks
  • PySpark
  • Dask


Data Science/ Machine Learning:

  • Python
  • Pandas
  • Scikit-Learn
  • Kedro
  • MLFlow
  • Airflow
  • HuggingFace
  • Spacy
  • Rasa
  • Chatette

Programmiersprachen

Python
R

Vertrauen Sie auf Randstad

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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