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Work Experience
Software Engineer
Rangle.io• May 2019 - August 2019
- Developed a smart-user application using React and a Python model hosted with Flask, which takes a typed user input on forms to suggest other input eld responses, based on stored data in MySQL - Aided the AI team to prepare infant speech classication model in TensorFlow with a display in VanillaJS, increasing accuracy of disorder diagnosis - Engineered proof-of-concept, single code base infrastructure on React for multinational e-commerce platform, utilizing NodeJS back-end for product page & checkout service - Assisted in internal project developed with React, Python, AWS which allows users to identify proper disposal bin for object based on image taken
Software Engineer
Arup• January 2019 - April 2019
- Developed a multi-user document management system for projects with Python/Django and MySQL, increasing workow efficiency by 20% - Updated keynote desktop application with Python/C++ & Qt to formulate complex construction (CAD) models based on numeric input parameters stored in MongoDB - Implemented IoT office monitoring system using sensors to track employee office usage, storing data in MongoDB and displaying as a dashboard
Software Engineer
University of Waterloo• May 2018 - August 2018
- Worked with RF-mmWave radar (3-10 GHz) for gait metric analysis, wall penetration and object detection experiments - Designed 3D printed mount for camera and radar sensor fusion, tested using PCB on flying drone with ground targets - Analyzed gait metrics with radar in MATLAB/Python to an accuracy of 95% - Managed operators for multiple radar/sensor comparison on gait metrics with analysis published in journal paper
Software Engineer
Bespoke Metrics• September 2017 - December 2017
- Updated and maintained Python Flask-RESTful APIs with data storage in Mongo/Postgres, for collecting construction info from clients to suggest the best subcontractor for a job - Implemented OAuth1.0 authorization service to improve security and client token login errors, smoothening workflow - Leveraged queried client data to create a React dashboard display for users and admins to easily grasp completion progress of construction document approval process - Created 10 new widgets utilizing elastic search functionality, integrated with Docker/AWS, increasing usage efficiency by 50%
Software Engineer
University of Waterloo• August 2016 - August 2017
- Assisted in implementing an artificial neural network in Python and C++ for prosthetic arm movements - Developed kNN algorithm and linear classifiers for model training to improve accuracy to 98% - Coded I2C and Bluetooth protocols to interface Arduino/Pi and Myo
Software Engineer
Great West Life Assurance• January 2017 - April 2017
- Translated design wireframes to front end user interface for corporate websites using HTML5, CSS3, jQuery - Created web apps with form fields, tools, widgets and calculators using React, SQL to make client application process easier - Resolved 75+ tickets in Docker, Maven, Mocha framework components while increasing website traffic by 15%
Education
University of Waterloo, Waterloo
Mechatronics Engineering, BE• September 2015 - April 2020