Yogesh K Email & Phone Number

Chennai, Tn, In

Chennai, Tamil Nadu, India

Condition Based Monitoring,MFM and Asset management,TroubleshootBot,Crankshaft In Line Gauge History Analysis & Grinding Wheel Life Optimization

Chennai, Tamil Nadu, India

•Sensor Driven Condition Based Maintenance for Predictive Maintenance: Developed Statistical and ML Models for CBM to improve equipment uptime using machine signals and real-time streaming IIoT sensor data to reduce catastrophic failures leading to significant losses in production and high repair costs. •Anamoly Detection: Used Statistical and Multivariate ML models to predict abnormalities in manufacturing equipments through RMS values of sensor signals from conveyor motors. •Scalable & Re-usable Model: Utilized capabilities of IIOT/GCP framework and analytics architecture to deploy and scale/replicate CBM.•Model Evaluation: Integrated Maximo data source and developed confusion matrix for unsupervised ML models to reduce False Positives.•Successful Implementation: Rolled out solutions at Kentucky Truck Plant, Hermosillo Assembly Plant and Cuautitlán Assembly Plant delivering Ford F-150, Bronco, Mustang Mach-e etc; enabling costsavings of up to $15M annually.

Bengaluru, Karnataka, India

• Subject Matter Expert: Demonstrated as an SME for Python, Data Analysis and Machine Learning for aspiring Data Scientists.•Data-driven Content Creation: Analyzed student data and curated new projects on data science based on student performance and preferences.

Bangalore Urban, Karnataka, India

Bangalore Urban, Karnataka, India

Bengaluru, Karnataka, India

Bachelor'S Degree, Mechanical Engineering

Hsc, Computer Science

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