End-to-End Data Scientist mit Hintergrund in Software Entwicklung: Von Use-Case Generation über Prototypen zum Deployment und Monitoring.
Aktualisiert am 14.07.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 14.07.2025
Verfügbar zu: 50%
davon vor Ort: 100%
Data Science
R & D
Python
Pytorch
Docker
Experimentelles Design
Stream Processing
Data Analytics
Präsentation
German
English

Einsatzorte

Einsatzorte

Bremen (+100km) Hamburg (+50km) Hannover (+50km) Berlin (+50km) Frankfurt am Main (+50km) Essen (+100km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

Local LLM


Tasks:

  • Planning and installation of hardware
  • Deployed on-premise Deepseek-R1 instances


Skills:

llama.cpp, chat-ui, Docker, Deepseek-R1, quantization

Real-time Reddit sentiment analysis


Tasks:

  • Federated, continuous learning and display of sentiment


Skills:

Python, pytorch, pyflink, kafka, Google Cloud, Docker, Dash & Plotly

E2E micro-service network for subsidy search


Tasks:

  • Helping users search database, utilizing semantics


Skills:

Python, gRPC, Docker, huggingface/sentence-transformers, vector databases

Automation of monitoring tasks


Tasks:

  • System for pattern extraction on plant-operator behavior


Skills:

Python, scikit-learn, pandas, numpy, Machine Learning Algorithm Development, SQL, formal logic

Price action prediction


Tasks:

  • Scoring R2 = 0.99 on 700 days of unseen msft stock price from S&P500


Skills:

Python, pytorch, GRU-/LSTM-Architectures, time-series data

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre 2 Monate
2023-10 - heute

M.Sc. Itl., Data Science

Hamburg University of Technology
Hamburg University of Technology

Thesis Title: on request

3 Jahre 1 Monat
2020-10 - 2023-10

Computer Science

B.Sc., University of Bremen
B.Sc.
University of Bremen

Thesis title: on request

Kompetenzen

Kompetenzen

Top-Skills

Data Science R & D Python Pytorch Docker Experimentelles Design Stream Processing Data Analytics Präsentation

Produkte / Standards / Erfahrungen / Methoden

Skills

Data Science

  • Machine - and Deep Learning
  • Human-in-the-Loop System-Design
  • Statistical Analysis & Modeling
  • Causality
  • Reinforcement Learning
  • Big Data and Stream Processing
  • Visualization & Presentation of Results, MLOps


Software Development

  • Python
  • R (tidyverse, shiny)
  • OS agnostic
  • Agile Development
  • Python DevOps (tox, cc, basic CI)


Professional Background

02/2024 - today

Role: Machine Learning Engineer

Customer: ACHT:WERK GmbH, Bremen


Tasks:

  • Research, development, and delivery of machine learning products to enhance and simplify cybersecurity for critical infrastructure providers across Germany and Europe.


07/2022 - 01/2024

Role: AI Engineer, Work Study 

Customer: HEC GmbH, Bremen


Tasks:

  • Prototyped, advised, and developed production systems in four data related projects.


02/2022 ? 07/2022

Role: Market- & Competitor Analysis, Work Study 

Customer: SIKORA GmbH, Bremen


Tasks:

  • Scraped market data, structured and visualized the resulting knowledge.


07/2019 - 11/2021

Place of Work: Marburg and Angelburg

Role: Social Planning, Freelance and Work Study 


Tasks:

  • Conducted and presented quantitative and qualitative data analyses to aid in the development of action plans to raise quality of life for the elderly.

Einsatzorte

Einsatzorte

Bremen (+100km) Hamburg (+50km) Hannover (+50km) Berlin (+50km) Frankfurt am Main (+50km) Essen (+100km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

Local LLM


Tasks:

  • Planning and installation of hardware
  • Deployed on-premise Deepseek-R1 instances


Skills:

llama.cpp, chat-ui, Docker, Deepseek-R1, quantization

Real-time Reddit sentiment analysis


Tasks:

  • Federated, continuous learning and display of sentiment


Skills:

Python, pytorch, pyflink, kafka, Google Cloud, Docker, Dash & Plotly

E2E micro-service network for subsidy search


Tasks:

  • Helping users search database, utilizing semantics


Skills:

Python, gRPC, Docker, huggingface/sentence-transformers, vector databases

Automation of monitoring tasks


Tasks:

  • System for pattern extraction on plant-operator behavior


Skills:

Python, scikit-learn, pandas, numpy, Machine Learning Algorithm Development, SQL, formal logic

Price action prediction


Tasks:

  • Scoring R2 = 0.99 on 700 days of unseen msft stock price from S&P500


Skills:

Python, pytorch, GRU-/LSTM-Architectures, time-series data

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre 2 Monate
2023-10 - heute

M.Sc. Itl., Data Science

Hamburg University of Technology
Hamburg University of Technology

Thesis Title: on request

3 Jahre 1 Monat
2020-10 - 2023-10

Computer Science

B.Sc., University of Bremen
B.Sc.
University of Bremen

Thesis title: on request

Kompetenzen

Kompetenzen

Top-Skills

Data Science R & D Python Pytorch Docker Experimentelles Design Stream Processing Data Analytics Präsentation

Produkte / Standards / Erfahrungen / Methoden

Skills

Data Science

  • Machine - and Deep Learning
  • Human-in-the-Loop System-Design
  • Statistical Analysis & Modeling
  • Causality
  • Reinforcement Learning
  • Big Data and Stream Processing
  • Visualization & Presentation of Results, MLOps


Software Development

  • Python
  • R (tidyverse, shiny)
  • OS agnostic
  • Agile Development
  • Python DevOps (tox, cc, basic CI)


Professional Background

02/2024 - today

Role: Machine Learning Engineer

Customer: ACHT:WERK GmbH, Bremen


Tasks:

  • Research, development, and delivery of machine learning products to enhance and simplify cybersecurity for critical infrastructure providers across Germany and Europe.


07/2022 - 01/2024

Role: AI Engineer, Work Study 

Customer: HEC GmbH, Bremen


Tasks:

  • Prototyped, advised, and developed production systems in four data related projects.


02/2022 ? 07/2022

Role: Market- & Competitor Analysis, Work Study 

Customer: SIKORA GmbH, Bremen


Tasks:

  • Scraped market data, structured and visualized the resulting knowledge.


07/2019 - 11/2021

Place of Work: Marburg and Angelburg

Role: Social Planning, Freelance and Work Study 


Tasks:

  • Conducted and presented quantitative and qualitative data analyses to aid in the development of action plans to raise quality of life for the elderly.

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