AI & ML

Projects: - Data Anonymisation solution based on NLP Algorithms (LSTM Networks, Word embeddings, Keras Deep Neural Networks) - Predictive Maintainance - condition based monitoring and failure prediction model (Signal conditioning, advanced RMS, Velocity and Acceleration spectrum analysis with Fourier series; advanced conditioning with filters, envelopers, window functions, sub-bands and others, Enhanced discrete Fourier transform analysis in the velocity and acceleration spectrum, sub-band level RMS analysis) - ChatBot - gamified coaching for employees (behavioral analysis using NLP and clustering techniques) - Computer vision - object detection for robot navigation, 3D object reconstruction from image data Type

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