Telmo Baptista

: telmooo.dev@gmail.com
: (+351) 937356081
: Valbom
: telmooo.vercel.app
: telmooo
: Telmooo

Experience

Machine Learning Researcher
Fraunhofer Portugal AICOS

Feb 2023 Jul 2023 Full-time Porto, Portugal
MSc Dissertation on Federated Learning for Glaucoma Diagnosis using Fundus Images.
Skills:
- Federated Learning
- Python
- TensorFlow
- Deep Learning
- Machine Learning
- Computer Vision
Research Grants
Fraunhofer Portugal AICOS

Jul 2022 Oct 2022 Internship Porto, Portugal
Investigation and development of computer-aided glaucoma diagnosis and retinal layer segmentation.
Skills:
- Computer Vision
- Image Processing
- Python
- OpenCV
- Machine Learning
- PyTorch

Education

Faculdade de Engenharia da Universidade do Porto
MEng. in Informatics and Computing Engineering

Sep 2018 Jul 2023 Porto, Portugal

Projects

Traffic Signifier
traffic-signifier
Project developed for Computer Vision course in the year 2021/2022.
- Built a traffic sign classification and detection system using classical computer vision techniques with OpenCV.
- Built a traffic sign classification and detection models using deep learning techniques with PyTorch.
Skills:
- Computer Vision
- Image Processing
- Python
- OpenCV
- Deep Learning
- PyTorch
Redstone Tools
Redstone-Tools
Project developed for Object Oriented Programming course in the year 2019/2020.
- Built a simulator interface that emulates Minecraft's vanilla redstone circuits with additional mechanics from various Minecraft Mods using Java.
- Applied proper OOP design patterns and adequate unit, integration and system testing.
Skills:
- Java
- Object Oriented Programming (OOP)
- Testing

Skills

Languages
- Python
- JavaScript
- TypeScript
- HTML
- CSS
- Java
- C++
- SQL
Frameworks and Libraries
- PyTorch
- TensorFlow
- Pandas
- OpenCV
- React
- Next.js
- Astro
Tools
- Git
- GitHub
- Poetry
- Cookiecutter
- Yarn
- PostgreSQL
- MongoDB