Skip to content
View ricardoasouz's full-sized avatar
2 followers · 0 following

Block or report ricardoasouz

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ricardoasouz/README.md

Ricardo Alves de Souza

AI & Cloud Engineer | Python | APIs | Linux | Docker | Kubernetes | Machine Learning

Dublin, Ireland

I am an IT professional with a background in technical support, systems troubleshooting and software development, complemented by an MSc in Data Analytics and a BSc (Hons) in Information Technology.

My current focus is on AI, cloud engineering, APIs, containerised applications and machine learning, combining hands-on troubleshooting experience with modern software and data technologies.

Featured Projects

Soft-Tissue Sarcoma Survival Analysis

End-to-end radiomics and machine learning pipeline for progression-free survival analysis using clinical and MRI-derived features.

Technologies: Python, PyTorch, PyRadiomics, CoxPH, DeepSurv, survival analysis, medical imaging, Google Cloud

→ View project

Movie Recommender Platform

Modern recommendation platform combining machine learning with a production-oriented backend architecture.

Technologies: Python, FastAPI, Docker, PostgreSQL, machine learning

→ View project

Technical Focus

AI & Data
Python · Machine Learning · Deep Learning · PyTorch · Pandas · NumPy · Scikit-learn · Data Analytics

Cloud & Infrastructure
Linux · Docker · Kubernetes · Google Cloud · Cloud Architecture

Backend & APIs
REST APIs · FastAPI · Flask · Node.js · SQL · PostgreSQL · Firebase

Engineering
Technical Troubleshooting · Systems Integration · Git · SDLC · Agile/Scrum

Education

MSc Data Analytics
CCT College Dublin

BSc (Hons) Information Technology
CCT College Dublin

Current Focus

I am currently strengthening my expertise in cloud-native engineering, Kubernetes, AI systems and production-oriented machine learning while building practical engineering projects.

I am particularly interested in opportunities involving AI, cloud platforms, technical engineering, APIs, infrastructure, and machine learning.

Connect

LinkedIn: linkedin.com/in/ricardo-alves-de-souza

GitHub: github.com/ricardoasouz

Location: Dublin, Ireland

Pinned Loading

  1. sts-survival-ml sts-survival-ml Public

    End-to-end radiomics and machine learning pipeline for progression-free survival analysis using CoxPH and DeepSurv.

    Jupyter Notebook

  2. Movie-Recommender Movie-Recommender Public

    Movie recommendation system using collaborative filtering, KNN and cosine similarity.

    Jupyter Notebook

  3. flask-restful-apis-master flask-restful-apis-master Public

    Dockerfile

  4. codelabs_FireBase_MeetUp codelabs_FireBase_MeetUp Public

    Forked from flutter/codelabs

    Flutter Codelab Examples

    C