SDBurt

About

Hi, I'm Sean Burt, a software engineering graduate specializing in AI from the University of Victoria. I started my career at Hummingbird Drones, where I led the development of the Fire AI project, managing the web app, cloud infrastructure, and machine learning components.

I have a strong passion for web development, machine learning, and data science, and I thrive in collaborative environments, ensuring everyone's contributions are valued. In my spare time, I enjoy working on personal projects, engaging in Kaggle competitions, and taking online courses to expand my knowledge.

With a focus on continuous learning and innovation, I bring dedication and a collaborative spirit to every project. Please take a moment to see my work experience below.

Work Experience
See all work
  • Oct2023 - Present
    Consumer Genius
    Full-Stack Software Developer

    Technical Contributions

    • Developed and maintained data pipelines: Improved marketing efficiency by implementing robust ETL processes.
    • System integrations: Integrated various third-party services to streamline operations and enhance functionality.
    • AI Initiatives: Led AI-driven projects for lead generation and validation.

    Teamwork and Culture

    • Collaborated remotely: Worked closely with the management to deliver high-quality solutions in a remote setting.
    • Contributed to brainstorming and architecture discussions: Played an active role in shaping project directions and technical decisions.
    • Remote team engagement: Recognized the isolating nature of remote work and actively fostered daily communication to maintain team cohesion.
  • Jul2021 - Nov2022
    Hummingbird Drones
    Software Developer

    Technical Contributions

    • FireAI Project: Sole developer until early 2022, using NextJS, TypeScript, Python, and Terraform for AWS resources.
      • MVP Development:
        • Developed a dataset builder application in ReactJS.
        • Fine-tuned an RCNN model for hotspot detection.
        • Implemented image-to-GPS conversion and geo-referenced PDF map creation.
        • Deployed NextJS application and pipelines on AWS.
      • Post-MVP Contributions:
        • Enhanced machine learning pipelines, improving model accuracy by ~20%.
        • Maintained and upgraded GIS systems, including GPS conversion and hotspot filtering.
        • Supported front-end development.

    Teamwork and Culture

    • Collaboration: Worked closely with the CTO, Founders, and designers in both office and remote settings.
    • Contribution: Actively participated in brainstorming, architecture discussions, and code reviews.
    • Knowledge Sharing: Engaged in knowledge-sharing sessions to foster team learning.
    • Remote Engagement: Actively maintained daily communication to include and support remote team members, addressing potential isolation.
Let's Connect

If you want to get in touch with me about something or just to say hi, reach out on social media or send me an email.