Raphael Heinz

- Tech Stack: Java, Python, TypeScript, JavaScript, OOP, Android Development, React Native, Android NDK, Linux, Software Development - Design and implementation of object-oriented software - Development of cross-platform applications - Use of Android NDK and Java Native Interface to call C++ code - Implementation of native Android apps

- Tech Stack: Python, Machine Learning, Neural Networks, Scikit-Learn, OpenCV, TensorFlow, Feature Extraction, C#, Jupyter, XAI, Image Processing - Research in computer vision and machine learning - Implementation of several image processing methods - Use of different feature extraction methods - Evaluation of classical and modern algorithms: tree-based methods, neural networks, CNNs and object detection - Interpretation of the results using appropriate metrics and explainable AI

- Tech Stack: Java, Python, OOP, Machine Learning, Neural Networks, Apache Spark, Apache Kafka, Apache Cassandra, MS SQL Server, Software Architecture - Research in machine learning and cluster computing - Comparison of different algorithms and frameworks for real-time automatic classification - Design and implementation of a modular software architecture - Pipeline: data source, data preprocessing, model training, serialization, evaluation, optimization, data postprocessing and storage

- Tech Stack: Java, JavaFX, C, C++, Software Development - Contribution to ongoing software projects - Implementation of various applications to improve the workflows of software engineers

- Tech Stack: Git, Software Development, Microsoft Visual Studio Code - Training content of the electronics technician with specialization in software development - Project: "Implementation of a protocol for communication between a TV set and a microcontroller for controlling GPIOs and transmitting I2C messages."

Grade: 1.1

Grade: 1.0

Grade: 1.0