• Developed a project to correlate alternative GeoSpatial data (such as Property Crime Index,Demographics, etc.) with traditional data points in order to generate ZIP code correlation heat maps that identify growth opportunities at the grass-roots GeoSpatial level to increase sales opportunities by 7%. The location-based alternative data was imported using web scraping and the traditional data was imported via PostgreSQL from Google BigQuery. Data was visualized and reports were generated using Power BI. By initiating another project to optimize mobile views for Power BI reports, the number of unique views per day increased by 113%.• Prototyped a model to create floor-plans of your living space using a smartphone camera. PointNet was used to consume a 3D point cloud along with a parallel CNN branch to map the 2D point density of the data from the top view. Around 90% of living spaces in North America don’t have floor plans. If floor plans are automatically reconstructed by walking through the apartment, it can have a huge effect on businesses related to housing.• Performed EDA on more than 50GB data using PostgreSQL, Pandas and Google BigQuerry.

• Engineered and designed control systems to optimize energy efficiency and HVAC performance after analyzing data from building sensors. Strategized control sequences and architected network design for the entire building automation control systems leading to 10%-30% reduction in energy consumption of Commercial Buildings.• As a result of client communication (measured by appreciation emails from clients and 100 percent response to client emails within 24 hours), we recorded 100% client retention and a 137% increase in client re-orders.• Received “Merit Award” (second most prestigious award globally for Johnson Controls employee) for going out of the way in developing innovative proof of concepts leading to a pending patent.• Designated as the Innovation Lead in 2019 for Eastern Part of North America to drive innovation ideation process among the front line workers such as field technicians.Major Key Projects:• Empire State Building: Implemented control strategies and optimizations for several floors of the Empire State Building. More than 40 million dollars were saved through the Controls efficiency projects.• Lincoln Medical Center, Bronx, New York: Lincoln Medical Center is one of America’s busiest trauma hospitals. During the peak COVID mitigation phase in New York - successfully designed, implemented and managed the retrofit of several rooms into COVID isolation rooms and automated space pressurization and temperature control under grueling deadlines and critical conditions.

Conceptualized and built Hybrid Vehicle (Best Innovation Award – ISIE Hybrid Vehicle Challenge - 2014, 2015) As a whole, the hybrid vehicle was a product of several key innovative sub-projects that led the team to win the Best Innovation award for the two consecutive years. Some of the most innovative sub-projects:Automatic Transmission Wireless ChargingWireless Data Acquisition