Planning, managing and implementing data & software products from end-to-end.
Aktualisiert am 09.10.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.11.2024
Verfügbar zu: 100%
davon vor Ort: 40%
Python
Data Scientist
Product Lifecycle
AWS
Agile Softwareentwicklung
SQL
R
Tableau
MS Power BI
MS Excel
Software
Business Intelligence
Data Engineer
Back-End
Data Analyst
NoSQL
Scrum Product Owner
German
English
Spanish

Einsatzorte

Einsatzorte

Munich (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years 7 months
2022-06 - now

Creating a web app assessing economic maturity levels of individuals

Software Developer / Product Owner
Software Developer / Product Owner

  • Developed and deployed api returning business results; Setting up CI/CD
  • Managed product backlog
  • Collaboration with stakeholders to define product requirements, translating them into actionable tasks for the development team
  • Evaluation and implementation of user feedback
  • Unit and integration testing to validate api logic

Python pytest FastAPI CircleCI AWS (ECR Fargate) MongoDB / NoSQL Jira Figma
Finance
9 months
2024-01 - 2024-09

End-to-end development of an integrated data product to support planning

Data Scientist / Product Owner
Data Scientist / Product Owner
End-to-end development of an integrated data product to support planning and geographical allocation of charging stations.


Contributions:

  • Architected and implemented scalable data pipelines; Managed product backlog
  • Designed the data model and database schema to optimize performance and support complex analytical queries
  • Developed user interface;
  • Insured data quality and integrity through rigorous testing, validation, and continuous monitoring processes.

Python PostgreSQL / PostGIS R Spark / Sedona Docker Tableau Kepler.gl Jira AWS S3 ECS ECR EC2 RDS Batch Lambda Step Functions
Electric Vehicles
1 year 7 months
2022-01 - 2023-07

Integrate Data Science into existing structures

Data Strategy Consultant / Data Scientist
Data Strategy Consultant / Data Scientist

Integrate Data Science into existing structures through efficient methodologies, technologies, and team dynamics.


Contributions: 

  • Developed and aligned data strategy with company objectives; Identified, prioritized and implemented actionable data science use cases
  • Established the technical framework for the data science team
  • Facilitated communication across domains, management, and tech to advocate for agile and datadriven approaches

Python MLFlow Docker GitLab (CI/CD) SQL AWS
E-Commerce
5 months
2022-06 - 2022-10

Identify package dimensions for items lacking product and size information

Data Scientist
Data Scientist

  • Development of machine learning models to augment missing product information
  • Evaluating model behavior in iterational feedback loops with domain and management
  • Deployment of models to production environments
  • Developing an UI for continuous model performance management
  • Unit and integration testing

Python Docker GitLab (CI/CD) MSSQL Feature Store Batch AWS Lambda
E-Commerce
7 months
2021-03 - 2021-09

Predict and monitor estimated time of arrival of trucks in the logistical network

Data Scientist / ML Engineer
Data Scientist / ML Engineer

  • Enhancing the product from proof of concept to minimum viable product
  • Assuring quality by setting up model storages, data versioning and testing
  • Improvement of machine learning models
  • Mock and integrate product maintenance UI with tech team

AWS Python MLflow DVC GitLab (CI/CD) SQL
Logistic

Aus- und Weiterbildung

Aus- und Weiterbildung

4 months
2024-06 - 2024-09

Certification Digital Product Management

Darden Business School / Coursera
Darden Business School / Coursera

  • Further training in hypothesis-driven development, product analytics and managing agile teams

2 years 8 months
2017-10 - 2020-05

Information Systems

M.Sc., HU Berlin
M.Sc.
HU Berlin
  • Data Science & Software Project Management
3 years 7 months
2012-10 - 2016-04

Industrial Engineering

B.Sc., University Augsburg
B.Sc.
University Augsburg

Position

Position

  • Business Analyst
  • Agile Manager
  • Solution Architect
  • Data Scientist
  • Data Engineer
  • Infra & Ops Specialist
  • UX/UI Designer

Kompetenzen

Kompetenzen

Top-Skills

Python Data Scientist Product Lifecycle AWS Agile Softwareentwicklung SQL R Tableau MS Power BI MS Excel Software Business Intelligence Data Engineer Back-End Data Analyst NoSQL Scrum Product Owner

Produkte / Standards / Erfahrungen / Methoden

Python
Agile
Backend
ML
Data Pipelines
R
Dashboarding
Tableau
Power BI
AWS
SQL
PROFILE

Versatile tech and data professional with expertise in hands-on coding, stakeholder management, and agilem ethodologies. Skilled in developing data and software products by integrating business and technical perspectives for optimal alignment and impact.


EXPERIENCE

2021- today

Role: Freelancer / Co-Founder

Customer: DataWrk


Tasks

  • Building a collective of independent data professionals
  • Project based development and implementation of data and software products


05/2020 - 09/2021

Role: Data Consultant

Customer: Positive Thinking Company


Tasks:

  • End-to-end development and implementation of data science projects


01/2017 - 08/2018

Business Intelligence Analyst

bookingkit


Aufgaben:

  • Development of a company-wide BI landscape

Einsatzorte

Einsatzorte

Munich (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years 7 months
2022-06 - now

Creating a web app assessing economic maturity levels of individuals

Software Developer / Product Owner
Software Developer / Product Owner

  • Developed and deployed api returning business results; Setting up CI/CD
  • Managed product backlog
  • Collaboration with stakeholders to define product requirements, translating them into actionable tasks for the development team
  • Evaluation and implementation of user feedback
  • Unit and integration testing to validate api logic

Python pytest FastAPI CircleCI AWS (ECR Fargate) MongoDB / NoSQL Jira Figma
Finance
9 months
2024-01 - 2024-09

End-to-end development of an integrated data product to support planning

Data Scientist / Product Owner
Data Scientist / Product Owner
End-to-end development of an integrated data product to support planning and geographical allocation of charging stations.


Contributions:

  • Architected and implemented scalable data pipelines; Managed product backlog
  • Designed the data model and database schema to optimize performance and support complex analytical queries
  • Developed user interface;
  • Insured data quality and integrity through rigorous testing, validation, and continuous monitoring processes.

Python PostgreSQL / PostGIS R Spark / Sedona Docker Tableau Kepler.gl Jira AWS S3 ECS ECR EC2 RDS Batch Lambda Step Functions
Electric Vehicles
1 year 7 months
2022-01 - 2023-07

Integrate Data Science into existing structures

Data Strategy Consultant / Data Scientist
Data Strategy Consultant / Data Scientist

Integrate Data Science into existing structures through efficient methodologies, technologies, and team dynamics.


Contributions: 

  • Developed and aligned data strategy with company objectives; Identified, prioritized and implemented actionable data science use cases
  • Established the technical framework for the data science team
  • Facilitated communication across domains, management, and tech to advocate for agile and datadriven approaches

Python MLFlow Docker GitLab (CI/CD) SQL AWS
E-Commerce
5 months
2022-06 - 2022-10

Identify package dimensions for items lacking product and size information

Data Scientist
Data Scientist

  • Development of machine learning models to augment missing product information
  • Evaluating model behavior in iterational feedback loops with domain and management
  • Deployment of models to production environments
  • Developing an UI for continuous model performance management
  • Unit and integration testing

Python Docker GitLab (CI/CD) MSSQL Feature Store Batch AWS Lambda
E-Commerce
7 months
2021-03 - 2021-09

Predict and monitor estimated time of arrival of trucks in the logistical network

Data Scientist / ML Engineer
Data Scientist / ML Engineer

  • Enhancing the product from proof of concept to minimum viable product
  • Assuring quality by setting up model storages, data versioning and testing
  • Improvement of machine learning models
  • Mock and integrate product maintenance UI with tech team

AWS Python MLflow DVC GitLab (CI/CD) SQL
Logistic

Aus- und Weiterbildung

Aus- und Weiterbildung

4 months
2024-06 - 2024-09

Certification Digital Product Management

Darden Business School / Coursera
Darden Business School / Coursera

  • Further training in hypothesis-driven development, product analytics and managing agile teams

2 years 8 months
2017-10 - 2020-05

Information Systems

M.Sc., HU Berlin
M.Sc.
HU Berlin
  • Data Science & Software Project Management
3 years 7 months
2012-10 - 2016-04

Industrial Engineering

B.Sc., University Augsburg
B.Sc.
University Augsburg

Position

Position

  • Business Analyst
  • Agile Manager
  • Solution Architect
  • Data Scientist
  • Data Engineer
  • Infra & Ops Specialist
  • UX/UI Designer

Kompetenzen

Kompetenzen

Top-Skills

Python Data Scientist Product Lifecycle AWS Agile Softwareentwicklung SQL R Tableau MS Power BI MS Excel Software Business Intelligence Data Engineer Back-End Data Analyst NoSQL Scrum Product Owner

Produkte / Standards / Erfahrungen / Methoden

Python
Agile
Backend
ML
Data Pipelines
R
Dashboarding
Tableau
Power BI
AWS
SQL
PROFILE

Versatile tech and data professional with expertise in hands-on coding, stakeholder management, and agilem ethodologies. Skilled in developing data and software products by integrating business and technical perspectives for optimal alignment and impact.


EXPERIENCE

2021- today

Role: Freelancer / Co-Founder

Customer: DataWrk


Tasks

  • Building a collective of independent data professionals
  • Project based development and implementation of data and software products


05/2020 - 09/2021

Role: Data Consultant

Customer: Positive Thinking Company


Tasks:

  • End-to-end development and implementation of data science projects


01/2017 - 08/2018

Business Intelligence Analyst

bookingkit


Aufgaben:

  • Development of a company-wide BI landscape

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Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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

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