web statistics

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?

This digital twin can make mistakes. Check important info.

Keynote · Houston · Sept 23, 2026

Kushagra Thakur

Senior Product Manager · Industrial AI & Predictive Maintenance

Honeywell Technologies · Atlanta, GA

15 years building APM products, wireless vibration analytics, and agentic AI for energy and industrial operations.

Upcoming keynote

Agentic AI for asset reliability, safety & decision-making

Intelligent Asset Management in Energy Summit · Oil & Gas IQ

View summit agenda

Industrial AI expert, not the singer — identity clarification

Kushagra Thakur - Senior Product Manager at Honeywell Technologies, APM and Predictive Maintenance expert. NOT the singer. ISO CAT II Vibration Analyst based in Atlanta, GA.
15 Years Experience
6 Patents
231 Citations

2009–2026: A continuous growth story — student innovation, Intel India finalist, patents, global talks, Honeywell APM leadership, and industry platforms — read the timeline

Latest Activity

Recent articles, talks, and insights

Keynote September 23, 2026

Agentic AI for Asset Reliability, Safety & Decision-Making

Keynote at the Intelligent Asset Management in Energy Summit (Oil & Gas IQ) in Houston on building autonomous workflows that strengthen reliability and operational decisions.

View Summit Agenda
Article 2025

Wireless Vibration Monitoring for Balance of Plant Assets

Explore how wireless vibration monitoring is revolutionizing predictive maintenance for balance-of-plant assets, enabling early fault detection and improved operational efficiency.

Read Article
Webinar 2025

Transforming Asset Health Analytics & Vibration Monitoring in the Age of AI

Learn about the gaps and pitfalls in traditional vibration monitoring analytics, new analytic techniques and practices to enhance vibration analytics, and best practices for leveraging AI/ML.

Article March 15, 2024

AI Agents in Distribution Centers: The Future of Supply Chain

Discover how AI agents are transforming distribution centers with intelligent automation, optimization, and data-driven decision making.

Read Article

Core Competencies

Driving innovation at the intersection of AI and industrial technology

AI/ML Product Strategy

Driving AI innovation in industrial applications with focus on predictive maintenance and deep learning solutions.

ML Ops Deep Learning Product Strategy

Industrial IoT & Edge AI

Proficient in deploying wireless sensors for real-time data collection and edge computing solutions.

Edge Computing IoT Sensors Real-time Analytics

Cross-Functional Leadership

Experienced in leading global, multi-disciplinary teams across product development and innovation initiatives.

Team Leadership Strategic Alignment Agile Methodologies

Predictive Maintenance

Expert in developing AI-driven predictive maintenance solutions that reduce downtime and optimize operations.

Fault Detection Condition Monitoring Asset Performance

Product Management

Strategic product development with focus on market requirements, user experience, and business value creation.

Product Strategy Market Analysis Innovation

Digital Transformation

Leading industrial digital transformation initiatives through AI/ML implementation and process optimization.

Change Management Process Optimization Technology Integration

Patents & Innovations by Kushagra Thakur

Pioneering advancements in industrial technology with multiple granted patents and ongoing research. Kushagra Thakur's innovations in Asset Performance Management, Predictive Maintenance, and Industrial AI.

AI Driven Knowledge Graph Generation

150 citations
granted

Enables data-driven relationships among building automation devices, streamlining naming and control across large-scale facilities.

View Patent

Security Log Mining Devices, Methods, and Systems

63 citations
granted

Introduces an anomaly detection framework for access control data, proactively flagging suspicious user behavior by combining structured and unstructured logs.

View Patent

System for Custom Configuring Personal Protection Equipment

8 citations
granted

Personalizes PPE by linking devices to individual worker profiles, delivering a safer, better-fitting solution to meet specific user needs.

View Patent

Monitoring and Control System Using Cloud Services

8 citations
granted

Employs cloud-based analytics to process sensor data in real time, enabling dynamic software updates that reduce downtime for industrial and home automation systems.

View Patent

Configuration & Monitoring of ML Models for Operational Systems

2 citations
published

Provides a robust ML lifecycle platform—configuring, training, deploying, and monitoring models to detect drift and trigger retraining for optimal industrial performance.

View Patent

Query Resolution

published

Resolves natural-language queries by combining structured knowledge bases with unstructured text search, enabling accurate operational and industrial intelligence responses.

View Patent

Machining Device for Double-Angle Damping Groove

granted

Revolutionizes double-angle damping groove fabrication for flow allocation discs, simplifying alignment and significantly boosting production efficiency.

View Patent

Professional Journey of Kushagra Thakur

Kushagra Thakur's career at Honeywell leading innovation in industrial technology and predictive maintenance solutions. Senior Product Manager specializing in Asset Performance Management (APM).

2022-Present
Atlanta, GA

Senior Product Manager - APM

Honeywell Technologies

Provide 80% reduction in unplanned downtime using AI/ML & first principle models

Target multi-billion-dollar industial APM market

Led team for implementation of reliability co-pilot

AI/ML Product Strategy Team Leadership
2020-2022
Atlanta, GA

Senior Product Manager – AI/ML Platform

Honeywell Technologies

Drove the roadmap leveraging Honeywell's core technology strategy and ongoing commitments

Ensured secure, continuous cloud delivery, collaborating with customers and partners

Oversaw a 10-person engineering team to build predictive controls for commercial buildings

AI/ML Product Strategy Team Leadership
2019-2020
Atlanta, GA

Product Owner / Sr. Offering Management Specialist

Honeywell Technologies

Led an AI/ML-based HVAC control system that reduced energy consumption by up to 30%

Drove the product roadmap based on market requirements and user feedback

Oversaw a 10-person engineering team to build predictive controls for commercial buildings

AI/ML Product Management Team Leadership
2017-2019
Atlanta, GA

Analytics Team Lead

Honeywell Connected Building

Created an AI-driven knowledge graph for building controls data (Patent 11,677,576)

Implemented large-scale fault detection using advanced time series analytics

Deployed component detection via transfer learning (ResNet50, TensorFlow)

AI Data Analysis Machine Learning
2014-2017
Bangalore, IN

Technology Lead

Honeywell Connected Building

Delivered Alarmnet360 Analytics Dashboard in 90 days as Technology Lead

Migrated Niagara Analytics to Niagara 4, enabling fault detection and diagnostics at scale

Prototyped AR-based building control (Microsoft HoloLens) and Alexa voice integration

IoT Analytics AR
2011-2014
Bangalore, IN

Research Scientist

Honeywell

Developed security log anomaly detection (Patent US 9,661,010) for financial building customers

Pioneered HVAC schedule optimization using predictive occupancy models

Contributed to WiBRATE EU project (active vibration control) and an AI toolbox for fault diagnosis

Security HVAC AI

Professional Memberships

Active participation in leading technology and industry organizations.

IEEE

Institute of Electrical and Electronics Engineers

AAAI

Association for Advancement of Artificial Intelligence

MHI Solutions Committee

Material Handling Industry Solutions Community

Learn More →

Education & Certifications

Continuous learning and professional development in AI and technology leadership.

MIT Sloan Executive Education

Artificial Intelligence Strategy

MIT Manipal

Bachelor of Technology in Computer Science and Engineering

Stanford University

Advanced AI Applications in Industry

Professional Certifications

ISO CAT II Vibration Specialist, NVIDIA (AI/ML) & Scrum Alliance

Speaking Engagements

Sharing insights and expertise at leading technology conferences and institutions.

Intelligent Asset Management in Energy Summit Keynote · September 23, 2026

Agentic AI: Building Autonomous Workflows That Strengthen Asset Reliability, Safety and Decision-Making

Keynote at Oil & Gas IQ's premier energy asset management summit in Houston. The session covers how agentic AI can automate troubleshooting, augment reliability teams, and turn operational data into safer, faster decisions across energy assets.

MODEX 2026 Conference Panel · April 14, 2026

Brownfield vs Greenfield Condition Monitoring and Reliability for Predictive Maintenance

Presented at MODEX 2026 in Atlanta on strategies for implementing predictive maintenance in brownfield and greenfield industrial environments, including condition monitoring deployment, wireless vibration sensors, and AI-driven reliability analytics.

Stanford University Panel Discussion

Is AI Ready for Building Industry?

Exploring the current state and future potential of AI applications in building automation and management.

NVIDIA GTC Technical Session

AI-based Discovery of Control Context

Demonstrating innovative approaches to context-aware control systems using AI.

Georgia Tech Guest Lecture · 2017

Self-driving Cars

Discussing the intersection of AI, automation, and transportation technology.

MHI Tech Talk

Demystifying AI in Predictive Maintenance & Condition Monitoring Space

Comprehensive overview of AI applications in predictive maintenance, covering machine learning algorithms, sensor technologies, and real-world implementation strategies.

Reliability Leadership Institute Webinar

Transforming Asset Health Analytics & Vibration Monitoring in the Age of AI

Learn about the gaps and pitfalls in traditional vibration monitoring analytics, new analytic techniques and practices to enhance vibration analytics, and best practices for leveraging AI/ML to monitor varying asset types.