Naveen M.
Electric drivetrain NVH, CAE, Ford Motor Private LimitedData Science,MachineLearning,Artificial Intelligence
- Role
- Lead Engineer at Ford Motor Company
- Location
- Coimbatore, IN
- LinkedIn followers
- 500 followers
Experience
Lead Engineer
Jan 2020 — Present · Chennai, IN
Electric drivetrain NVH study/method development for structure borne and air borne noise particularly motor whine.Built a regression model to predict the engine bending frequencies.>Equation based,tree based and ensemble models were built for prediction.>The best model was evaluated based on R2,Adjusted R2,RMSE and MAPE.>Gradient boosting regressor had the best performance.>The MAPE on the test data was <5%.Responsible for carrying out NVH studies on Ford Heavy duty vehicles.Key Accomplishments:1. Recognition from Ford North America Product Development General Manager for successful completion of Pickup trucks Powertrain NVH study.2. Functional Excellence award for work on pick up trucks NVH simulations.
Skills
- Automotive Engineering
- Automotive
- Catia
- Fmea
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