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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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Talks & Speaking Engagements

Presentations on APM, Predictive Maintenance, and Industrial AI

Speaking Engagements

I regularly speak at industry conferences, webinars, and events on topics including Asset Performance Management, Predictive Maintenance, Vibration Analytics, and Industrial AI. These presentations share insights from real-world implementations and best practices.

Intelligent Asset Management in Energy Summit 2026

I'm delivering a keynote at the Intelligent Asset Management in Energy Summit (Oil & Gas IQ) in Houston on Wednesday, September 23, 2026. The session focuses on how agentic AI can build autonomous workflows that strengthen asset reliability, safety, and operational decision-making for energy leaders.

Organizers and reviewers: keynote deck available on a password-protected page (not listed in site navigation).

MODEX 2026

I presented at MODEX 2026, North America's largest material handling and supply chain trade show, on strategies for implementing predictive maintenance in both brownfield (existing) and greenfield (new) industrial environments. The panel explored technical and operational considerations for deploying condition monitoring systems, wireless vibration sensors, and AI-driven reliability analytics across different facility types.

The session addressed common challenges in scaling predictive maintenance programs, including sensor deployment strategies, data integration approaches, and ROI considerations for both retrofit and new-build scenarios.

Recent Talks

  • Reliability Leadership Institute: "Transforming Asset Health Analytics & Vibration Monitoring in the Age of AI"
  • MHI: "Demystifying AI in Predictive Maintenance & Condition Monitoring Space"
  • Reliability Web: Predictive Maintenance webinars and presentations

Topics Covered

  • AI/ML applications in predictive maintenance
  • Vibration analytics and condition monitoring
  • Wireless sensor ecosystems for industrial assets
  • Enterprise APM deployment strategies
  • Machine health diagnostics and anomaly detection

Related Resources