09/29/2025 updated

**** ******** ****

AI Engineer & Data Scientist

Meerbusch, Germany
Worldwide
PhD, Promotion in quantitativem Risikomanagement, Dipl.-Kfm., MBA (USA), Bankkaufmann, MBA (USA)
Meerbusch, Germany
Worldwide
PhD, Promotion in quantitativem Risikomanagement, Dipl.-Kfm., MBA (USA), Bankkaufmann, MBA (USA)

Profile attachments

CV_Wrede_Aug2025.pdf

About me

- AI Automation Engineer - background in data science, LLMs, and intelligent automation - focus on full-stack deployment, RAG workflows, and secure API orchestration - Ready to contribute scalable and robust AI systems that translate complex research into tangible real-world applications.

  • Technical Skills
    Programming Languages
    Python, R, PowerShell, Bash
    Front-End Development
    HTML, CSS, Flask, Plotly, Dash,
    Shiny, RESTful API's, JavaScript
    Database & Vectorstore
    SQLite, DuckDB, LanceDB,
    ChromaDB, FAISS
    Agent-Frameworks
    LangGraph, LangChain, AutoGen
    Server Configuration
    Ubuntu, Docker, NGINX, Certbot
    CD/CI
    Git, Github, BitBucket
    Soft Skills
    Problem-solving
    Teamwork & sense of
    responsibility
    Initiative & self-motivation
    Analytical thinking

Languages

DeutschNative speakerEnglischGood

Project history

AI Automation Expert

Law Firm (Start Up)

Auditing, Taxes & Law

< 10 team member

- Automated manual tasks of a law firm
- Coded Backend in Python with following functions:
  • Automated pdf parsing
  • Automated Entry into SQL-database
  • Automated Retrieval Augmented Generation
  • Automated Letter Creation including Address, Production Specifications, Amounts etc. from SQL Database
- Programmed Front-End using Streamlit
- Deployment on AWS

Optimizing Name List Screening using R, Python, and SQL

Major European Bank

Banking & Financial Services

>10.000 team member

Optimizing Sampling Approach in R and Python
Harmonizing SQL Code
Code Documentation
Developing Front- and Backend for Production

Metalearner to select best Time Series Forecasting model - Data Scientist

Top 4 Audit Company

Banking & Financial Services

1000-5000 team member

Metalearner to predict which forecasting model is the best fit for which type of time series
Top 4 Audit company
R-Programming
Dashboard in R-Shiny

Certificates

AI Engineer

Masterschool

2025

Supply Chain Analytics

Massachusetts Institute of Technology

2024

FRM - Financial Risk Manager (zertifiziert)

Global Association of Risk Professionals (GARP)

2010


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