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timo282/README.md

👋 Hi there!

I'm Timo, a data science enthusiast currently doing my Masters in Statistics and Data Science at LMU Munich and working as a Data Scientist at Liebherr-Aerospace. With a background in Business Informatics – Data Science and hands-on experience in various IT and Data Science projects, I'm passionate about leveraging mathematical methods and algorithms, exploring the power of Machine Learning and AI, in order to uncover new insights and hidden patterns in data, solve complex problems and derive business value from data in various domains.

💻 Projects

My repository encompasses a broad range of different projects, including university projects as well as private projects and competitions: From classical desktop applications in Java (Farming Simulator), and Web-Interfaces with HTML/CSS/JavaScript (Matrix Calculator), to Machine Learning Projects in Python (Tanzanian Pump Prediction & Test Function Simulation), Natural Language Processing ("The Office" Analysis with Speaker Classification and Scene Generation Models & Home Assistant "Hey Jarvis"), and Computer Vision (Plot Legend Detection), as well as work on optimization (PSO for Optimization of GPs).

🤝 Let's Connect!

Feel free to explore these and other projects on my repository or connect with me on LinkedIn.

Pinned

  1. NLP-The-Office NLP-The-Office Public

    Leveraging various traditional and modern NLP approaches to analyse a dataset with script lines from the US TV-show "The Office".

    Jupyter Notebook 1 2

  2. PascalKnoll/Investigation-of-Particle-Swarm-Optimization PascalKnoll/Investigation-of-Particle-Swarm-Optimization Public

    Jupyter Notebook 2 1

  3. Tanzania_Pumps_Prediction Tanzania_Pumps_Prediction Public

    Prediction of the functionality of Tanzanian pumps with Machine Learning. Exam for lecture Data Exploration Project at DHBW Ravensburg.

    Jupyter Notebook

  4. OpenWeatherMap_Visualization OpenWeatherMap_Visualization Public

    Fetching, cleaning and visualization of OpenWeatherMap data in Python with Kafka and Plotly. Exam for lecture Big Data Programming at DHBW Ravensburg.

    Jupyter Notebook

  5. REDA-solutions/PlotLegendDetectionCV REDA-solutions/PlotLegendDetectionCV Public

    Repository for competition "Find a legend" by Xeek.ai

    Jupyter Notebook 2

  6. mo374z/OptimizationTestfunctionGeneration mo374z/OptimizationTestfunctionGeneration Public

    Jupyter Notebook 3 1