Naveen Singh

Software Engineer

capgemini•  June 2017 - Present

• Developed predictive maintenance machine learning model for fuel injector. Selected Crankcase temperature and fuel consumption as predictor through PCA to predict the performance drift in the injector. • Retrieval of data from various source and performing data cleansing. • Organization of data for comfortable comprehend the relations among attributes. • Organizing sensor data for analysis in multiple phases of the data processing including factors prediction model, vehicle value prediction, data mining and Analysis. • Implementation of Deep Learning, Keras, SciPy, Numpy, Pandas etc. for Machine Learning integration. • Enact Data Visualization tool Tableau for clear understanding, analysis and visualization of huge data to present it in front of Business.