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2009 2026
Student competitions in India, EU research at Honeywell, U.S. patents, conference talks, and keynote stages—a continuous thread from 2009 to 2026 in industrial AI and asset reliability.
Compete → Research → Patent → Teach → Lead → Speak
Quick links to milestones and sources on this page.
Competitions & awards
National competitions in India and Microsoft’s international Imagine Cup—early prototypes in sensing and diagnostics.
Won second prize at Aavishkar, a national engineering competition hosted by Manipal Institute of Technology, with teams from engineering colleges across India. Designed and built a doubly-leaf bascule mechanism bridge for the challenge.
Built “Little Doc,” an embedded medical diagnostic prototype: automated blood-smear imaging, differential leukocyte analysis, and provisional diagnosis workflow — selected among top teams nationally by Intel India.
Advanced to the semi-final stage in Microsoft’s international student technology competition.
Research & product delivery
Research scientist work, EU WiBRATE collaboration, and connected-building analytics—including a New Product of the Year honor for AlarmNet 360.
Joined Honeywell as Research Scientist, developing security log anomaly detection (later US9661010B2) and predictive HVAC occupancy optimization.
Contributed to WiBRATE (FP7 grant 289041, Sep 2011–Feb 2015), an EU collaborative research project on wireless, self-powered vibration monitoring and control for complex industrial systems—intelligent sensor-actuator networks for condition-based maintenance across automotive, aerospace, and railway case studies. Early foundation for later industrial reliability and APM work.
As Technology Lead, delivered the Alarmnet360 Analytics Dashboard in 90 days and migrated Niagara Analytics to Niagara 4 for fault detection and diagnostics at scale; prototyped HoloLens and Alexa integrations for building control.
Honeywell AlarmNet 360 won the Security Products 2016 New Product of the Year Award (Cloud Solutions and Services)—a juried contest by Security Products magazine and securitytoday.com honoring standout product development in the security industry.
Patents
Granted patents and published applications in operational AI, security analytics, and building systems—with citations on Google Scholar.
Speaking
Guest lectures and invited sessions at Georgia Tech, NVIDIA GTC, Stanford, ReliabilityWeb, and MHI.
Guest lecture on the intersection of AI, automation, and transportation technology.
Presented on machine learning for automated context discovery of commercial buildings at NVIDIA GTC.
Panelist for Stanford University’s AI4AEC program on AI in the built environment, including facility management and industry readiness (August 2020).
Featured speaker to 300+ reliability professionals on asset health analytics and AI-driven monitoring.
Presented on transforming asset health analytics and vibration monitoring in the age of AI — traditional analytics gaps, new techniques, and AI/ML practices for varied asset types.
Recorded tech talk on AI in predictive maintenance and condition monitoring — ML algorithms, sensor technologies, and real-world implementation strategies.
Keynotes
MODEX panel and Oil & Gas IQ keynote on agentic AI for asset reliability.
Panel on brownfield vs greenfield condition monitoring and predictive maintenance at North America’s largest supply chain show (Atlanta).
Keynote on agentic AI for asset reliability, safety, and decision-making at the Intelligent Asset Management in Energy Summit (250+ energy leaders).
The through-line
Student competitions in India (2009–2010) → Honeywell research and EU WiBRATE (2011–2015) → AlarmNet 360 New Product of the Year (2016) → U.S. patents with Scholar citations → talks at Georgia Tech, GTC, Stanford, MHI, and ReliabilityWeb → APM product leadership and committee work → MODEX and Oil & Gas IQ keynote stages in 2026.
Sources and links for each item are on this page, plus Patents, Press, Talks, and Biography.
