resume:
Guilherme A. Mendes
E-mail:
[email protected]
Phone:
07360682104
London, England
Education:
(BSc) Bachelor's degree in Computer Science
Honours 2:1
University of Keele, 2022
Certifications:
CompTIA Security+
Technical Experience:
AWS 'Serverless' Website Project:
- Personal website deployed using S3, CloudFront, DynamoDB, Lambda and other cloud tools (https://gmendes.com).
- Created a responsive front-end using JavaScript/HTML/CSS/SCSS.
- Served static site files in S3 bucket through CloudFront, with cache invalidation.
- Set up DNS records/certificates using Cloudflare and AWS certificate manager.
- Developed a custom 'visitor counter' through a serverless stack of DynamoDB => AWS Lambda function written in Python => API endpoint via the AWS gateway.
- Implemented CORS management to allow for API calls directly from the website.
- Established CI/CD through GitHub Actions and AWS CodePipeline.
University Project - Machine Learning:
- Created and augmented a custom image classification dataset using aerial drone photos provided by a local survey company.
- Used transfer learning to retrain publicly available neural network models to recognise damage to anti-flood infrastructure in the countryside.
- Designed, programmed, and deployed an app for integration with the final models using Android Studio (Kotlin).
Additional Skills:
Languages/Tools - Java, Kotlin, C#, Go, Python, PHP/HTML/CSS/JavaScript, MySQL, Colab, GitHub.
Fluent in spoken and written Portuguese.
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