Hi, I’m
Kristin Maria Schwarzmüller
München
Summary
Highly motivated Data Scientist with expertise in deep learning, reinforcement learning, and AI-driven solutions. Proficient in developing machine learning models, optimizing data analysis pipelines, and automating workflows. Passionate about leveraging AI to solve complex challenges, drive innovation, and make smart decisions.
Overview
10
years of professional experience
Work History
2W GmbH
Data Analyst Consultant
09.2023 - Current
Job overview
- Implemented AI-driven chatbot prototypes (LlamaIndex)
- Fine-tuned open-source language models for translation tasks (NLP, LLMs, Hugging Face, PyTorch, Git)
- Designed and led company-wide AI training programs, educating employees on AI technologies
- Automated processes and conducted statistical analyses using Python, improving decision-making and data quality (Python, Pandas, NumPy, scikit-learn)
Rohde & Schwarz GmbH & Co. KG
Working Student for Artificial Intelligence
01.2022 - 05.2023
Job overview
- Developed reinforcement learning algorithms for optimizing mobile device cabling in testing environments (Python, C#, Git, Stable Baselines3, OpenAI Gym, NumPy)
- Integrated AI models into existing infrastructure, leading to a patent submission and a master's thesis
City Administration of Munich
IT Engineer for Cloud Provider
01.2021 - 01.2022
Job overview
- Managed cloud infrastructure and enterprise output management systems
- Administered Windows servers and optimized cloud storage solutions
City Administration of the State Capital Munich
Dual Student
09.2016 - 01.2021
Job overview
- Cooperative study program in IT with extended practice: IT-strategy and cloud provider (Windows sever, Linux server, Server hardware, Cloud backup, Cloud storage)
BMW
Reporting and Automation Intern
09.2015 - 05.2016
Job overview
- Business reporting and automation at the department of worldwide costumer sales development (VBA)
Education
Munich University of Applied SciencesMunich
Master of Science from Computer Science
06-2023
Munich University of Applied SciencesMunich
Bachelor of Science from Computer Science
01-2021
Ludwig-Maximilians-UniversityMunich
Bachelor of Science from Business Administration
09-2016
Skills
- Artificial Intelligence & Machine Learning: Deep Learning (DL/DNN) Reinforcement Learning (RL) AI Model Training Computer Vision LLM Fine-Tuning MLOps (TensorFlow Keras PyTorch scikit-learn OpenAI Gym Stable Baselines3)
- Data Science & Analytics: Data Analysis & Preprocessing Model Evaluation Hyperparameter Tuning Anomaly Detection Visualization (Matplotlib Seaborn)
- Generative AI & NLP: Transformers Chatbots with RAGs (Hugging Face LlamaIndex)
- Programming & Development: Python R C C# Matlab Git
- Software Engineering: Object-Oriented Programming (OOP) Automated Testing
- Cloud Platforms: Microsoft Azure
Languages
German
Bilingual or Proficient (C2)
English
Advanced (C1)
Spanish
Intermediate (B1)
Certification
Microsoft Certified: Azure Data Scientist Associate (Credential ID 9379BD56FFAC14C5)
Timeline
Data Analyst Consultant
2W GmbH
09.2023 - Current
Working Student for Artificial Intelligence
Rohde & Schwarz GmbH & Co. KG
01.2022 - 05.2023
IT Engineer for Cloud Provider
City Administration of Munich
01.2021 - 01.2022
Dual Student
City Administration of the State Capital Munich
09.2016 - 01.2021
Reporting and Automation Intern
BMW
09.2015 - 05.2016
Munich University of Applied Sciences
Master of Science from Computer Science
Munich University of Applied Sciences
Bachelor of Science from Computer Science
Ludwig-Maximilians-University
Bachelor of Science from Business Administration
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