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Marius-Jascha MagieraMM

Marius-Jascha Magiera

Fullstack Development | AI Engineer | Automation

€1,180/day
Köln, DE
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Marius-Jascha

You want to integrate AI into your product – and need someone who builds the entire application, not just the model. That's exactly what I do.

I'm Marius – AI Engineer, Physicist (MSc), and former SaaS founder. I combine technical depth with entrepreneurial thinking. Before I brought AI systems into production, I developed complete SaaS products from scratch – touching every layer myself: Frontend, Backend, Data Pipelines, Cloud Infrastructure. This is not a nice-to-have: Anyone who wants to deliver production-ready AI features needs someone who also masters the surrounding application.

I deliver LLM integrations, RAG systems, and AI-powered applications – end-to-end. Plus, a broad full-stack background:
→ Frontend: React, TypeScript, Next.js – performant UIs, data visualization, seamless integration.
→ Backend: Python, FastAPI, Microservices – robust APIs, efficient data processing.
→ Data: ETL/ELT pipelines, Data Warehousing (PostgreSQL, BigQuery), BI (Looker, Tableau, Power BI).
→ Cloud & DevOps: Google Cloud, Azure, Docker – from architecture to deployment.
Over 20 projects, including for startups, SMEs, and corporations – also in regulated environments like BaFin and Healthcare.

At 2pi IT Solutions, a team stands behind me that scales as needed.

🔗 Learn more: mariusmagiera.com | 2pi-it.com

Write to me with your project, and I'll honestly tell you if and how I can help.
  • German

    Native or bilingual

  • English

    Fluent

  • Spanish

    Conversational

Can work on-site
Köln (up to 50km)

Experience

  • Penguin Capital
    Data Architect
    DIGITAL AND IT
    January 2025 - Today (1 year and 6 months)
    Cologne, Germany
    - Data integration and preparation from MySQL/Snowflake, including historical transactions, ratings, and operational metrics
    - Implementation of complex metric calculations in Python to create custom KPIs and indicators
    - Creation of interactive visualizations for comparative analysis and informed investment decisions
    - Close collaboration with the internal team for iterative platform development and optimization of analysis functions
    Amazon Web Services Tableau Software Data Analysis Data Engineer MySQL
  • Uniklinik Köln
    Software Developer
    DIGITAL AND IT
    May 2024 - Today (2 years and 3 months)
    Cologne, Germany
    - Development of a database interface (Python, FastAPI, PostgreSQL, Docker) for managing inventory data (Oracle)
    - Migration of inventory data from an Oracle database to modernize and future-proof data management
    Python JavaScript PostgreSQL
  • Union Investment GmbH
    Lead Software Developer
    DIGITAL AND IT
    February 2023 - Today (3 years and 6 months)
    Frankfurt am Main, Germany
    Planning and development of a scalable architecture for the investment platform of institutional investors.

    - Development of a microfrontend architecture to ensure scalability and flexibility
    - Implementation of various JavaScript-based web components of the portal, which can be maintained independently as "Self-Contained Systems" by different teams
    - Backend integration via Azure APIM for secure and protected communication
    - Implementation of automated CI/CD processes with Azure DevOps as well as comprehensive testing strategies with Vitest and Playwright for maximum reliability and outstanding user experience
    Microfrontend Web Components APIM Lit.js Vue.js Vite Playwright

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Education

  • B.Sc. Physics
    University of Cologne
    2018
  • M.Sc. Physics of Complex Systems
    Institute for Cross-Disciplinary Physics and Complex Systems, Universitat des les Illes Balears
    2020
    Thesis: https://ifisc.uib-csic.es/en/publications/competition-for-attention-in-social-networks-an-ec/

Skill set

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