16 years at General Electric – part of Global Research, Energy and Transportation.
Key member of GE Transportation CTO Office - focused on Data and Analytics.
Driving Machine Learning and Computer Vision programs on GE's PREDIX Platform.
Leading Video-based inspection programs - leveraging Video Analytics, GIS and UAVs.
EXPERIENCE
Senior Software Architect - GE Transportation (Bangalore) - 2013 to current
Developing the road-map for advanced Analytics applications on GE's IoT Platform called PREDIX. Leading Locomotive Video Analytics program that leverages Computer Vision and Machine Learning to detect anomalies from Track videos collected from Locomotives and Drones. Hands-on experience in Python, OpenCV, NodeJS, AngularJS, NoSQL databases and mobile development (native Android, Ionic, Cordova).
Chief Architect RM&D - GE Energy (Norfolk, VA) - 2007 to 2013
Developed Technology road-map and System Architecture for the RM&D Onsite monitor and Enterprise Software. Successfully worked with Engineering and Product Management to incubate new programs like Integrated Rules Engine and Visualization layer.
Lead Engineer RM&D - GE Energy (Norfolk, VA) - 2004 to 2007
Part of team developing a Fuzzy Logic based Condition Monitoring system for Gas Turbines. Lead development of a Java Enterprise portal for deployment of Rules to more than 500 Turbines across the world.
Research Engineer - GE Research (Bangalore) - 2000 to 2004
Lead development of Knowledge-based Engineering (KBE) tools that capture and reuse Engineering Design knowledge to control UG part geometry. Automated model-development for steam turbine secondary flow calculation tool to build complete model using few high-level System requirements.