Hi there! I am
Miguel Remédios
|
I am a software engineer, with a passion in both machine learning and full-stack development. I specialize in tackling intricate challenges and thrive in collaborative settings. My dedication to continuous learning and problem-solving fuels my drive to deliver results across various domains.
Contact Me
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Technical Skills
An overview of my technology stack capabilities and tools used throughout my work

Front-End

JavaScript
TypeScript
React
NextJS
Redux
HTML
CSS
TailwindCSS
Styled-Components
AntD
Material UI

Back-End

NodeJS
Python
Java
ExpressJS
Fastify
Spring
MySQL
PostgreSQL
MongoDB
Redis
Firebase
Supabase

AI-Machine Learning

Python
R
Matlab
TensorFlow
PyTorch
Scikit-Learn
Pandas

Tools

Git
GitHub
Docker
AWS
GCP
Azure
Vercel
Postman
Insomnia
Experience
My work experience throughout the years
  • Head of Research & Development
    ROOTKey
    October 2024 - Present
    As Head of Research & Development, I lead and coordinate multidisciplinary teams to drive innovation across ROOTKey's blockchain and cybersecurity solutions. I oversee the execution of European Union-funded projects, ensuring alignment with strategic goals and compliance with international standards. Partnering closely with the CEO and CTO, I contribute to shaping the company's technological vision and long-term strategy. By fostering collaboration between R&D, product, and engineering teams, I ensure the seamless delivery of cutting-edge, secure, and scalable solutions that uphold ROOTKey’s commitment to data authenticity, integrity, and trust.

    Skills:

    • Team Leadership
    • Project Coordination
    • Strategic Planning
    • EU Project Management
    • Collaboration with C-Suite
    • Blockchain Innovation
    • Cybersecurity
    • Cross-functional Collaboration
    • Stakeholder Engagement
  • FullStack Engineer
    ROOTKey
    May 2024 - Present
    Led the development of ROOTKey's secure digital solutions, implementing innovative features across backend and frontend systems. Built scalable backend architectures using Node.js and Python, while designing intuitive client-facing interfaces with React and TypeScript. Enhanced system performance by debugging complex issues and optimizing APIs for decentralized asset management. Refined user interfaces for digital identity solutions, ensuring a seamless user experience. Collaborated with multidisciplinary teams to deliver robust, user-centric applications that align with ROOTKey’s mission of securing data integrity and authenticity.

    Skills:

    • Python
    • TypeScript
    • React JS
    • AWS
    • Microservices
    • Apache Kafka
    • Node Js
    • Git
    • Unit/E2e Testing
  • Software Engineer Intern
    Elecctro
    June 2022 - August 2022
    Drove significant improvements in the company's software infrastructure. I developed a robust client dashboard using JavaScript and Typescript, with React, replacing Redux with React Hooks and Context API for enhanced performance. Additionally, I refactored legacy code in the dashboard, improving maintainability and system performance while updating documentation for clarity. I also coordinated cross-departmental collaboration for a unified full-stack app, leveraging Tanstack Query for efficient API integration, resulting in a seamless user experience. Leading the full-stack app delivery, I utilized AWS CodeCommit for version control and YouTrack for project management, ensuring successful project outcomes.

    Skills:

    • JavaScript
    • TypeScript
    • React JS
    • AWS
    • REST API
    • Context API
    • Node Js
    • Git
    • YouTrack
    • Agile Development
  • IT Assistant
    TvRemédios Reparações
    June 2017 - August 2019
    Installed and configured software and hardware in several client devices. In addition, troubleshooted client’s hardware problems and either repaired or replaced them. Configured hardware, devices and software to set up work stations for the different enterprise employees.

    Skills:

    • Malware removal
    • Hardware installation and replacement
    • Workstation's setup
Projects
I have been working on a range of different projects throughout time. Here is an overview of my projects.
ALL
WEB APPLICATIONS
MACHINE LEARNING
APIS
Vista (Property Booking)
February 2024 - March 2024
VISTA is a comprehensive home rental booking system application built using NextJS, Supabase, Prisma, Kinde, ShadcnUI, and TailwindCSS. This application aims to streamline the process of booking rental homes by providing a user-friendly interface and robust backend.
NextJSTypescriptPrisma ORMSupabaseShadCN UITailwindCSSKindeGit
Blendr (Social Media App)
October 2023 - November 2023
Blendr is a cutting-edge social network web application designed to bring people together through the joy of image sharing. Developed using a modern tech stack, including TypeScript, ReactJS, Appwrite, Shadcn, Tailwind CSS, and React Query, Blendr offers users an exceptional platform to connect, express their creativity, and interact with like-minded individuals in a visually captivating way. Key Features: Image Upload and Sharing, Feed and Timeline, Engaging Interactions, User Profiles, Discover and Explore, Security and Privacy, Mobile Responsive. If you wish to test the application without signing-up or logging in, here are the credentials to use: email: janedoe@gmail.com // password: janedoe123.
React.JSTypescriptJavascriptAppwriteTailwindCSSShadCN UITanstack QueryGit
Real-Time Cryptocurrency Price Prediction
Sep 2022 - Aug 2023
Cryptocurrencies have become a focal point of interest for investors and enthusiasts worldwide. Predicting their volatile prices is a challenge that can be addressed through machine learning. As part of my MSc in Advanced Computing at King's College London, I embarked on a research journey to develop a real-time and user-inputted cryptocurrency price prediction system using the Naive Bayes algorithm. This project is linked to a research study written for my thesis where further comparison with other machine learning models is performed to assess prediction performance.
JavaScriptReactPythonJupyter NotebookExpressJSFlaskScikit-learnPostgreSQLAI Models
Contact
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