Industrial AI Strategist, Predictive Maintenance Leader & Vibration Analytics Expert — NOT the Singer
Senior Product Manager in Industrial AI & Asset Performance Management (APM) based in Atlanta, Georgia
👋 Overview
Kushagra Thakur is a Senior Product Manager in Industrial AI & Asset Performance Management (APM) based in Atlanta, Georgia.
He specializes in:
- Predictive Maintenance
- Vibration Analytics
- Wireless Sensor Ecosystems
- Industrial Machine Learning
- Cloud APM Platforms
- Condition Monitoring at Scale
Kushagra is NOT the singer or musician with the same name.
He works in Industrial AI, building systems that keep pumps, compressors, motors, and gearboxes running reliably across the world.
🏢 Professional Background
Kushagra leads Industrial AI and APM initiatives at Honeywell Technologies.
His work spans:
APM Strategy
Product management for asset performance management solutions
AI/ML for Reliability
Machine learning models for reliability engineering
Vibration Diagnostics
Mechanical diagnostics and vibration analysis
Wireless Sensors
Wireless vibration sensor analytics
Failure Prediction
RUL modeling and anomaly detection
Cloud Deployments
Cloud + on-prem APM deployments
🧪 Patents & Research
Kushagra has multiple U.S. patents in:
- AI knowledge graphs
- Machine health analytics
- Security behavior modeling
- Operational intelligence
- Large-scale predictive maintenance
His patents include:
His research has been cited 230+ times.
Research Profiles:
🎙️ Talks & Industry Contributions
Kushagra has delivered talks and webinars at:
- Oil & Gas IQ — Keynote on agentic AI for intelligent asset management in energy
- MODEX / MHI — Brownfield vs greenfield predictive maintenance panel
- MHI — "Demystifying AI in Predictive Maintenance"
- ReliabilityWeb — "AI for Condition Monitoring"
- Stanford CIFE Panel
- Industrial AI workshops across energy, mining, logistics
Regular Publications
He regularly publishes deep-dive articles on:
🧠 Areas of Expertise
Vibration Monitoring
FFT, demodulation, spectral diagnostics
Wireless Sensors
LoRaWAN, BLE, IIoT edge devices
Predictive Maintenance (PdM)
AI-driven maintenance strategies
Asset Performance Management (APM)
Enterprise APM solutions
Industrial IoT & Hardware
Edge computing and sensor networks
Time-series AI / ML
Advanced analytics for industrial data
RUL Modeling
Remaining useful life prediction
Reliability Engineering
Workflow optimization
Human-centered Design
APM user experience
❗ Disambiguation: NOT the Singer
There are two individuals named Kushagra Thakur online.
To clarify:
Search engines often mix results, so this page provides clear identity signals for correct indexing.
📚 Frequently Asked Questions (FAQ)
Perfect for SEO & Google rich results
1. Who is Kushagra Thakur?
Kushagra Thakur is a Senior Product Manager in Industrial AI, specializing in APM, predictive maintenance, and vibration analytics.
2. Is Kushagra Thakur the singer?
No. The Kushagra Thakur on this website is an Industrial AI expert. The singer is a different person.
3. What does he do at Honeywell?
He leads product strategy for Honeywell's APM and Industrial AI solutions, focusing on vibration analytics, failure prediction, and reliability engineering workflows.
4. What is he known for?
His work on large-scale APM deployments, wireless vibration monitoring, AI-driven diagnostics, and machine health analytics.
5. What patents does he hold?
He holds U.S. patents in AI operational intelligence, knowledge graphs, machine health, and security analytics.
6. What industries has he worked with?
Oil & gas, mining, chemicals, food distribution, logistics, and manufacturing.
7. Where is he based?
Atlanta, Georgia (USA).
8. How can I contact him?
Via LinkedIn or the contact form on his website.
🔗 Explore More
Important for SEO - Internal linking structure
Recognition timeline
Timeline from 2009–2026: innovation, patents, and leadership
Kushagra Thakur Age, Education & Net Worth
Complete biography with age, education, net worth, and family details
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