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  • Herdorf, Germany
  • 10:32 (UTC +01:00)

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marcelthoma/README.md

Hi there! I'm Marcel. πŸ‘‹

I am a Strategic Generalist positioned at the intersection of Process Innovation and Artificial Intelligence.

Unlike traditional developers who focus on code purity, I focus on value creation. My approach is "Just-in-Time Learning": I acquire the necessary technical skills exactly when a problem needs to be classified and solved. I build prototypes to validate feasibility before scaling.


πŸš€ What I do

  • Bridge-Building: Translating complex business requirements into technical architectures (and vice versa).
  • AI Implementation: Designing workflows using LLMs (RAG) to automate administrative overhead.
  • System Analysis: Optimizing processes through the lens of Systems Thinking (INTJ profile).

πŸ› οΈ Tech Stack & Tools

I use technology as a pragmatic tool to solve business problems.

Python Google Gemini LangChain VBA LaTeX


πŸ”­ Current Private Projects / Experiments

Even though most of my corporate work is proprietary, I constantly experiment to sharpen my skills:

  • TTS Knowledge Accelerator:
    • Concept: Using Text-to-Speech APIs to convert complex technical papers into audio for high-speed learning during commute.
    • Stack: Python, API Integrations.
  • Personal Knowledge Management (PKM) Bot:
    • Concept: An RAG-based assistant to query my personal database of books and notes.
    • Stack: Vector Databases, LLMs.

🧠 Philosophy

"Innovation is not about using the newest tech. It's about solving the right problem with the most effective tool."

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  1. marcelthoma marcelthoma Public

    Strategic Generalist focusing on Process Innovation & AI Implementation (LLM/RAG). Bridging Business Strategy and Technical Execution.