- Developed a full stack fog computing application that focused on the network security of company mobile devices using Kotlin and Python- Orchestrated data collection processes using Network Packet Analyzer clients on all company mobile devices- Ensured consistent and accurate data gathering and pre processing, contributing to the development of robust and effective machine learning models used in TensorFlow Lite on-device training- Utilized TensorFlow Lite models to enable… Show more - Developed a full stack fog computing application that focused on the network security of company mobile devices using Kotlin and Python- Orchestrated data collection processes using Network Packet Analyzer clients on all company mobile devices- Ensured consistent and accurate data gathering and pre processing, contributing to the development of robust and effective machine learning models used in TensorFlow Lite on-device training- Utilized TensorFlow Lite models to enable real-time anomaly and intrusion detection - Established a secure communication protocol between Android devices and a remote Python server for centralized model weight averaging.- Implemented an algorithm on the server to aggregate and update training weights across all devices Show less

- Performed research on object detection solutions to be used in conjunction with LIDAR sensor data extracted from autonomous vehicles via CAN Bus.- Designed and Implemented a Python-based application that used machine learning to identify objects in raw LIDAR data and display them in a web client as a stream of images.- Simulated a digital vehicle dashboard and CAN Bus messaging system using MATLAB and python.- Created weekly captivating presentations to effectively convey research… Show more - Performed research on object detection solutions to be used in conjunction with LIDAR sensor data extracted from autonomous vehicles via CAN Bus.- Designed and Implemented a Python-based application that used machine learning to identify objects in raw LIDAR data and display them in a web client as a stream of images.- Simulated a digital vehicle dashboard and CAN Bus messaging system using MATLAB and python.- Created weekly captivating presentations to effectively convey research findings to executives Show less

- Provided human resources/benefits consulting for Canada Post requiring detail-oriented work in a fast-paced environment while meeting daily deadlines - Solely responsible for all internal employee requests (150+ employees) for shipping and mailing services.- Facilitated maintenance services on all employee printers/computers (150+ employees).

- Oversaw transition of sales reports to Power BI interface with the use of SQL - Responsible for creating detailed reports for executives in excel with the use of SAP data- Communicated with banks, dealerships, and regional coordinators to resolve conflicts regarding funding of vehicle sales

- Represented many vendors and educated customers on products across various retail locations in the Greater Toronto Area- Created and sustained strong positive relationships with staff at Mosaic and regular customers at retail locations.- Provided managers with detailed reports regarding inventory, sales, payroll hours and expenses

- Provided excellent customer service on a daily basis with keen conflict resolution ability- Worked in a fast-paced retail environment with daily deadlines along with being flexible in terms of roles given to me on a daily basis