Mihir Jaywant Email & Phone Number

Karlsruhe, Baden-Württemberg, Germany

Bühl, Baden-Württemberg, Germany

• Experiments to study use of Machine Learning to reduce tests and simplify simulations
• Thermal simulation of a hybrid-electric transmission using Machine Learning based models
• Extracting data from hundreds of dynamometer tests and identifying relevant input features for the model
• Temperature prediction using LSTMs (Long Short Term Memory) and Multilayer Perceptrons
• Training models using cloud computing via Microsoft Azure Machine Learning Studio

Munich, Bavaria, Germany

• Worked on Automation of Dynamometers and Teststands
• Developed Scripts and Apps for automated evaluation of Test results and checking their Plausibility
• Automated detection of errors and saving Failure codes in a central database
• Evaluation of results using AVL Concerto Software

Pune Area, India

• Helped with new model homologation/technical changes
• Creating and maintaining Mercedes Benz India's vehicle emissions database and calculations for Corporate Average Fuel Efficiency (CAFE)
• Analysis of emission trends according to vehicle and engine
• Calculation and comparison of indirect emissions due to running electric vehicles on a coal powered electric grid
• Calculation and analysis of vehicle road load (coast down) by IS 14785 and AIS 137
• Preparing vehicles and documentation for emission and dynamic tests

Bangalore

• CAD design of Chassis components on Solidworks
• Failure modes and effects analysis (DFMEA)
• Design tolerances and tolerance stackup
• Mold draft analysis for die cast aluminium components

Mumbai Area, India

• Design and fabrication of the powertrain system ancillaries for a KTM Duke 390 engine of the student built formula styled racecar
• Responsible for design of the air intake system starting with creating 1-D models and determining Plenum volume and Runner lengths on Ricardo WAVE
• System design and assembly on Solid Works CAD software
• Fluid Simulation of the Intake on ANSYS CFD software in steady state and transient settings
• Responsible for setup of Motec M400 Engine Control Unit with the KTM engine
• Developing and tuning Fuel and Ignition maps on the Motec ECU for optimum engine response

Mumbai Area, India

• Participated in fabrication and maintenance of the powertrain on a Honda CBR 600 engine
• Engine disassembly and complete overhaul
• Design of the radiator and cooling system
• Solidworks CAD design

M. Sc., Maschinenbau

Schwerpunkt: Fahrzeugtechnik

Bachelor Of Engineering (B.E.), Mechanical Engineering