Ruben António De Jesus Marques

Software Development in 3 research projects: – 1. ACUMEN (EU Project - https://acumen-project.eu/) – Developed digital twin integrating mobility simulators (SUMO, MATSim, Aimsun, MnMS) – Built with Vue.js frontend, Python Flask and Java Spring Boot backends – Utilized MongoDB, S3 storage, and REST APIs for data handling – 2. IntroSupply (with Cure Intelligence, Scrioo, Ministry of Economy - https://researchportal.list.lu/projects/detail/introsupply/) – Created ESG compliance and recommendations dashboard – Implemented rule-based indicators tied to Scrioo API – Developed using Python Flask, local LLMs, and Vue.js – 3. ANCILE (with Université Paris Sorbonne, ESIEA - https://anr.fr/Project-ANR-23-CE39-0010) – Built software modules for MAPEK framework in autonomic cybersecurity – Integrated explainable adversarial machine learning – Designed Blue/Red team dashboard with Python and Vue.js – Core Technologies Across Projects: Docker, Proxmox, VM management, GitLab CI/CD, Kubernetes

– Master's internship project (thesis) – IoT platform for the personal healthcare of elderly people – Programming languages: Python, VueJS, Kotlin (Android) – Machine Learning with Jupyter Notebook for medical data analysis (ECG, motion, etc.) – IoT sensors (medical & domotic) – MQTT, microservices – Displaying of medical data through sensors in real-time