Experience

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  Celestica

  May 2019 - Dec 2019

  Student intern, test & debug

  Support development of test and automation solutions (hardware and software) to control producthardware, automated test and assembly equipment.Executed diverse tasks including complex system build assembly, testing, debug of solutions usingdesign of experiments, tools, and failure analysis methodologies and design verification for printedcircuit boards.Read and understood bills of materials, component data, and engineering change order.Utilized Lean Six Sigma methodologies to communicate effectively with team members and industryprofessionals through Google Workspace Show less

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  York university

  Sept 2021 - Jun 2023

  - Built, tested, and delivered a novel groundbreaking 5G vehicle communication traffic flow optimization algorithm and model in that assists transportation planners with the development of automated vehicles. Utilized MATLAB for analysis, simulation, and digital signal processing techniques.- Consulted and collaborated with diverse telecommunication and transportation engineers of all backgrounds to assist in the development of the transportation and communication model.- Applied ML expertise in Python to enhance a Temporal Graph Convolutional Neural Network (TGCN) algorithm for vehicle traffic flow prediction. Optimized the model to achieve a remarkable 38% improvement in prediction accuracy. This project underscores my proficiency in software development, data analysis, and machine learning. Show less

  • Teaching Assistant

    Sept 2021 - Jun 2023

  • Research Assistant

    Sept 2021 - Jun 2023
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  Big instance technologies

  Mar 2024 - now

  Software specialist

  Working alongside clients to develop front-end software using JavaScript, TypeScript, and Angular for IoT applications.