- Research, design, and develop technological solutions by leveraging emerging technologies including Artificial Intelligence and Machine Learning for all business units across The City

- Researching, prototyping, architecting, and implementing innovative solutions using Artificial Intelligence (ML/DL) to meet business needs across The City- Collaborate as a City lead with other organizations to develop state-of-the-art AI solutions for improved services offered to Calgarians

- Actively involved in the entire development lifecycle of core Intelliview products and managing themNotable internal contributions:o 90% of all modern analytics developed for Intelliview productso Environmental filters for reducing false positives by more than 96% in IVT analytic systems o Real-time AI classifier based on TensorFlow to identify objects for reducing false positives by more than 99% when there are men on siteso Real-time video stabilization for reducing false positives in IVT video analytic systemso Cross camera correlation for improving IVT analytics accuracy in dual camera applicationso Graduated object size filter for better characterization of objects of interesto Automatic Gain Control (AGC) algorithms for improving leak detection accuracy when using 14-bit linear radiometric dataNotable external contributions:o Automated Microscopy System developed for parasitic nematode research at the University of Calgary (www.ucalgary.ca/jsgilleard)o Wellhead stuffing box leak detection API developed for AFTI WatchDog (www.afti.ca)- Accomplished work led to several patents (Grant/Application)- Supervising research associates sponsored by Alberta Innovates – Technology Future (AITF)

- Worked as a lead developer for many industry specific IVT analytic solutionsNotable contributions:o Leak detection for monitoring pipeline leaks for O&G industrieso Bird detection for bird deterrent system for tailing pondso Fire detection for Firebreak Canada Corp. (www.firebreakcanada.com)o Human on conveyor belt for Westjet Canadao Fall prevention from hospital bed for W21C (www.w21c.org)- Supervised video analytics team in algorithm design and development

- Integrated wide varieties of sensors into the IVT analytic system including various types of cameras, access controllers, weather station, I/O devices and sports radar- Integrated IVT system with Lenel OnGuardNotable internal contributions:o Video analytic performance improvement to meet clients' requiremento Smart counting to quantify people, animal and/or vehicles for enhanced entry or exit managemento Real-time license plate recognition system using color cameraNotable external contributions:o Smart Roadside Inspection System (SRIS) to identify and automatically screen passing Commercial Motor Vehicles (CMVs) for Intelligent Imaging Systems (IIS) (www.intelligentimagingsystems.com)- Company representative as a technical expert in international security shows and exhibitions- Commissioning and troubleshooting