Roney Mathew

• Evaluated the influence of weld parameters on its quality for development of predictive maintenance systems using Machine Learning. • Implemented Forecasting & Deep Learning Techniques for anomaly detection on Building Energy Consumption data to cut down excessive consumption. • Supported the development of a data pipeline for live streaming of Production data.

• Researched & Developed Techniques for Indoor/Outdoor Classification of Mobility Data using Semi Supervised learning. • Development of data pre-processing scripts on AWS (Spark Scala). • Development of Dashboards for effective visualization.

• Design of Data driven modelling approaches, & Machine Learning. • Statistical Data Analysis & Feature Extraction Techniques on Process data. • Development of software systems for consistent mapping of processes. • Development of Digital Twin & Shadow for a Fine Blanking Process. Methodologies: Unsupervised Learning, Feature Engineering. Technologies: Industry 4.0 , Internet of Things, Digital Twin, Digital Shadow, Internet of Production-Large Scale Cyber Physical systems.

• Performed Linear and Non-linear stress analysis, Contact Simulations, Inertia/Quasi static analysis. • Developed Finite Element Models for various components & Systems of machines . • Performed Fatigue analysis, Stress based life estimation, Machine application event simulations and load definitions. • Prepare Gauge Maps for On Machine Stress Analysis [OMSA]. • Perform data analysis<data> & estimate life numbers.</data>

• The Design of Work Tools for Building Construction Equipment manufactured by Caterpillar to meet the customers’ requirement. • Design, Modelling & Detailing of Components using concepts of DFM and DFA. • Utilized DFMEA techniques to validate critical design calculations and decisions. • Worked on several Continuous Product Improvement and New Product Introduction projects • 6 Sigma Green Belt Trained. • 6 Sigma Strategic projects to optimize the selection of best source supplier.

Courses on Predictive Modelling, Analytics, Machine Learning, Exact Optimization, Heuristic Optimization, Strategic Technology Management & Optimization of Supply Chain & Logistic Systems. Activities Graphic Designer in the Marketing team of TEDX RWTH Aachen

Vice Captain & Technical Head - Collegiate Student Formula SAE Team (2013-2015) University Silver Medal for Excellence in Academics. Bachelor Thesis on " Design & Analysis of the Suspension System for a Formula Student Car"