Sumit Bhamare Email & Phone Number

Aachen, North Rhine-Westphalia, Germany

Creating a semi-supervised deep learning model to detect anomalous cycles of an internal combustion engine and label the type of fault detected

Aachen, North Rhine-Westphalia, Germany

• Utilizing Bayesian Optimization on 3D CFD simulation data for developing direct injection H2 engines.• Adapting a reinforcement learning framework in Python and training an agent to influence vehicle input parameters for matching output profiles.• Applying various machine learning and deep learning models to predict driver behavior for improved speed profile predictions. Notable improvements to the prediction using cluster-based driver identification.• Conducting literature research on state-of-the-art anomaly detection models, focusing on generative models and variational autoencoders for motor or vehicle fault applications.

Sindelfingen, Baden-Württemberg, Germany

Saarbrücken, Saarland, Germany

• Converting 3D point cloud data from Cognex camera to a CAD model using SolidWorks API• Building a custom VAE model using Tensorflow2 for further use in identifying missing parts of an incomplete model

Pune Area, India

Master Of Science - Ms, Robotics System Engineering

Bachelor Of Technology, Mechanical Engineering