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Kushagra's Digital Twin

Grounded in this website · ask about my work

Hi — I'm Kushagra's digital twin. I answer from his background, work, and perspective. Ask me about:

  • Industrial AI, APM, and predictive maintenance
  • Vibration analytics and wireless condition monitoring
  • Patents, research, and product strategy
  • Talks, recognition, and speaking topics
  • How to connect or collaborate

What would you like to know?

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Asset Performance Management (APM)

Expert insights on APM strategy, predictive maintenance, and industrial AI solutions

About Asset Performance Management

Asset Performance Management (APM) is a critical discipline for industrial organizations seeking to optimize asset reliability, reduce downtime, and maximize operational efficiency. As a Senior Product Manager at Honeywell specializing in APM solutions, I work on developing advanced strategies that combine predictive maintenance, vibration analytics, and AI-driven diagnostics.

Key Areas of Expertise

  • Predictive Maintenance: AI/ML-driven failure prediction and condition monitoring
  • Vibration Analytics: Advanced analysis techniques for rotating equipment
  • Wireless Sensor Ecosystems: IoT solutions for balance-of-plant assets
  • Machine Health Monitoring: Real-time diagnostics and anomaly detection
  • APM Strategy: Enterprise-scale deployment and optimization

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