Overview
Work History
Education
Skills
PROJECTS
Timeline
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Beatriz Gutierrez de Souza

Vancouver,BC

Overview

2
2
years of professional experience

Work History

Software /System Engineer Intern

Critical Systems Labs Inc.
Vancouver, BC
05.2023 - 08.2023
  • Developed assurance cases using EA (Eliminative Argument) and GSN (Goal Structure Notation) of the software of critical systems in biomedical engineering (mechanical ventilator) and aerospace engineering (APU control system)
  • Conducted in-depth system and software analysis to identify potential safety hazards, vulnerabilities, and risks, ensuring compliance with industry standards and regulations
  • Developed and executed comprehensive test cases for software and systems to ensure safety, functionality and reliability

Junior Software Developer

Archipelago Marine Research
Victoria, BC
05.2022 - 12.2022
  • Developed new functionalities for a .NET desktop application using C# and WPF UI framework, enhancing user experience and system capabilities
  • Designed and integrated AI-driven computer vision solutions in Python for video analysis into a .NET App, achieving a 33% reduction in manual review time for fishing trip recordings
  • Developed and enhanced web application features using TypeScript, Angular, LeafletTS, HTML, and CSS, contributing to improved functionality and user interface
  • Developed a prototype for a fish monitoring device using Raspberry Pi, Flask, Docket and Python

Machine Learning Engineer

UBC Agrobot
Vancouver, BC
08.2021 - 04.2022
  • Developed object detection models, using deep learning algorithms (CNN), YOLO and Python, to identify crops, weeds and plagues
  • Deployed models on Agrobot, an autonomous robot, using ROS, Raspberry Pi, and Python, enabling precise weeding, fertilizing, and data collection

Firmware Engineer Intern

SeaHawk Robotics
Vancouver, BC
06.2021 - 08.2021
  • Conducted extensive research and testing for altimeter and depth sensors using AirSim simulation software and PX4, contributing to the development of SeaHawk's drone
  • Designed a waterproof integration system for sensor implementation, including PCB design and mechanical housing.
  • Programmed and integrated sensor interface with the drone's flight control system using Python and PX4, enhancing drone functionality and reliability

Education

Bachelor of Applied Science in Engineering - Integrated Engineering

University of British Columbia
Vancouver, BC
05.2024

Skills

  • Python
  • C#
  • Flutter
  • WPF
  • SQL
  • HTML
  • Angular
  • Azure DevOps
  • Machine Learning
  • Computer Vision
  • Visual Studio
  • Azure DevOps
  • Android Development
  • Application development
  • Web Development
  • Agile development methodologies
  • Objected Oriented Programming

PROJECTS

  • HeadacheTracker App: Developed an app that utilizes user’s personal data to help them manage chronic migraine and identify potential triggers. This Android app uses machine learning and data visualization to help the user with their condition. The app was built using Flutter, HTML, Python and SQL.
  • AI Game of "2048": Developed the game "2048" in Python. Developed the MinMax, Expectimax and Monte Carlo Tree search algorithms to solve the "2048" game.
  • Deep learning model for quality testing : Designed a quality testing system for an
    Injection Molding machine. The systems consisted of collecting data of the parts
    and Injection Molding machine in order to predict if the machine is producing
    good or defective parts, using a series of machine learning classifiers and a CNN,
    and an ANN model using Keras and scikit-learn Python libraries. The overall model
    produced a 93% accuracy on its predictions.
  • Pothole warning device: Led a team of 3 that developed a device that identifies
    potholes and its location. The device was developed using Arduino and sensors
    combined with a KNN model. Using a test set, the model that identifies potholes
    produced a 85% accuracy, and the test in the real world determined that our
    device identifies 82.5% of the potholes on the street correctly.

Timeline

Software /System Engineer Intern

Critical Systems Labs Inc.
05.2023 - 08.2023

Junior Software Developer

Archipelago Marine Research
05.2022 - 12.2022

Machine Learning Engineer

UBC Agrobot
08.2021 - 04.2022

Firmware Engineer Intern

SeaHawk Robotics
06.2021 - 08.2021

Bachelor of Applied Science in Engineering - Integrated Engineering

University of British Columbia

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Beatriz Gutierrez de Souza