- ๐ Master's in Automation & Safety โ University of Duisburg-Essen
- ๐ค Focused on Machine Learning, Control Systems, and Data Analysis
- ๐ง Passionate about AI-powered predictive control and real-time simulations
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Replay and Visualization of Driving Scenarios in Inland Vessel-Shipping
๐ข C++ and ROS-based project visualizing real-time vessel navigation using simulation data. -
Neural Network-Based Structured Model Predictive Control
๐งฎ Implementation of LSTM and GRU models in MATLAB for predictive control in dynamic systems. -
WhatsApp Chat Analysis
๐ NLP and visualization project analyzing WhatsApp group behavior using Seaborn and Pandas.
- Languages: Python, C++, ROS2, MATLAB/Simulink, SQL
- Frameworks & Libraries: OpenCV, SciPy, Pandas, NumPy, Seaborn, Matplotlib, TensorFlow, PyTorch, Scikit-learn
- Tools: Git, GitHub, Docker, Kubernetes, Jenkins, VS Code, Power BI, Jupyter Notebook
- Specialties: Control Systems, Predictive Modeling, Real-time Data Processing, Visualization
- ๐ง Email: mukeshthenraj@gmail.com
- ๐ LinkedIn: LinkedIn