Marco Ruas
@MarcoRuas
Marco Ruas
@MarcoRuas
São Paulo, Brazil
🚀 About Me
Hello! I am a technology enthusiast passionate about IoT, machine learning, and backend development, always looking to create innovative solutions for real-world challenges. I have experience in data science, API development, and embedded systems, with applications in sports analytics, agriculture, and automation.
🎯 Skills & Experience
🔹 Backend & APIs: Currently learning Node.js with TypeScript, using Express to build scalable APIs. Exploring PostgreSQL, Render, and DBVeer for database modeling and deployment.
🔹 IoT & Automation: Developed projects using ESP32, MQTT, and sensors for smart agriculture, helping small farmers optimize water usage. Also worked on an access control system with biometrics and facial recognition for an NGO.
🔹 Machine Learning & Data Science: Built predictive models for football match outcomes (ESTIMATCH), analyzing statistics and optimizing hyperparameters. Participated in Spotify song popularity prediction and financial data analysis challenges.
🔹 Frontend & Mobile: Experienced in React with Tailwind CSS and participated in hackathons as a frontend developer. Developed a Flutter mobile app for soil monitoring and AI-powered irrigation recommendations.
🔹 Project Management & Documentation: Familiar with Scrum methodologies, sprint planning, technical documentation, and dashboard development with Streamlit.
🏆 Featured Projects
📌 🌱 Smart Soil Monitoring
An IoT system that measures soil temperature and moisture using ESP32 and sensors. Data is sent via MQTT to PostgreSQL, and a Generative AI model recommends optimal irrigation times and water amounts.
📌 ⚽ ESTIMATCH - Football Match Prediction
A machine learning model for predicting football match results based on possession, passes, and other game statistics. Includes hyperparameter optimization and data visualization.
📌 🔒 Smart Access Control for NGOs
An IoT-based biometric and facial recognition access control system, integrated with Google Workspace for automatic logging of entries and exits.
📌 🚀 Hackathons & Challenges
I constantly seek new challenges to expand my knowledge and apply my skills. I have participated in hackathons developing solutions for various industries, from agriculture to entertainment.
🚀 At the Cartesi x EigenLayer Hackathon
I’m excited to explore modular blockchain, decentralized computing, and smart contracts. Looking forward to collaborating with other developers to build impactful and scalable solutions!
📫 Contact: Feel free to reach out and connect!