Miguel Duarte
Verified Expert in Engineering
Artificial Intelligence (AI) Developer
Lisbon, Portugal
Toptal member since October 24, 2016
Miguel plans and implements full-stack solutions, focusing on solving problems and maximizing users' and other stakeholders' value through a pragmatic and technology-agnostic approach. He leans into his scientific research background, where he developed complex systems such as robotic simulation platforms and distributed computing systems, to learn and apply new technologies quickly.
Portfolio
Experience
Availability
Preferred Environment
Amazon Web Services (AWS), JetBrains, Git, MacOS
The most amazing...
...project I've worked on is designing and developing the hardware, software, and artificial intelligence for a real-world swarm robotics system.
Work Experience
CTO
Care & Family Health
- Acted as the main full-stack developer for the company since its inception. Responsible for the backend, the frontend, and DevOps.
- Implemented security- and privacy-focused solutions due to the sensitive nature of the data (PHI), with encryption at rest and transit throughout the system's different components.
- Setup and integrated infrastructure using AWS, focusing on ECS, S3, DynamoDB, SNS, and SQS.
- Managed a small team of developers and was responsible for major technological decisions across all projects.
- Guaranteed scalability of the system for thousands of users while optimizing the infrastructure resource usage.
- Integrated with multiple third-parties, such as payment gateways (Stripe), governmental institutions (Ontario Ministry of Health and Long-Term Care), and communications providers (Stripe, RingCentral).
- Implemented fully-featured telemedicine capability into the system, where patients can have video appointments with a practitioner.
- Introduced continuous improvements and automations to make the system more efficient for the users. An example is the use of OCR to handle documents with minimal human intervention.
Full-stack Developer
Kaja (via Toptal)
- Developed an intelligent itinerary planner that takes into account multiple variables, such as the users' preferences, point-of-interest properties (location, rating, category, and so on) using machine learning techniques such as spatial clustering and genetic algorithms.
- Developed a recommender system for events based on the users' Facebook liked pages. The system further cross-referenced the Facebook data with Last.fm's API in order to discern musical tastes.
- Added i18n to the product (both static and dynamic elements) using Microsoft Azure's Cognitive Services for automatic cached content translation.
- Implemented a customized itinerary viewer with Google Maps.
- Developed custom map overlays and integrated with the Directions API with client-side caching.
- Handled the complete redesign/rebranding of the website.
Invited Assistant Professor
Universidade Europeia (Laureate International Universities)
- Taught and was responsible for the curricular unit Databases given to first-year students majoring in Game and Apps Development.
- Taught and was responsible for the curricular unit Computer Architecture given to first-year students majoring in Computer Science and Computer Science with Management.
- Placed in the top 10% of faculty with regard to student satisfaction.
Postdoctoral Researcher
Instituto de Telecomunicações
- Developed a novel technique to automatically synthesize neural-based control for robots with complex morphologies.
- Built a client-server application to interact with the V-REP robotics simulator via its API, enabling the parallel and distributed evaluation of robotic controllers.
- Published three peer-reviewed publications.
- Won the Fraunhofer Portugal Challenge 2016.
Doctoral Researcher
University Institute of Lisbon (ISCTE-IUL)
- Developed a novel artificial intelligence approach for automatic synthesis of robotic control.
- Designed and developed the hardware, software, and artificial intelligence for a real-world swarm robotics system.
- Published 24 peer-reviewed publications.
- Maintained and improved a custom distributed computing system.
- Applied digital fabrication techniques for fast, iterative hardware design.
- Won a Paper of Excellence award (IEEE ICDL-EPIROB, 2012), was nominated for a Best Paper award (PPSN, 2016), and won a Best Robot Video award (AAAI Video Competition, 2016).
- Wrote my Ph.D. thesis and won the "Fraunhofer Challenge" (Fraunhofer Portugal AICOS) and the "Best Ph.D. Thesis in Robotics" award (Portuguese Robotics Society).
Teaching Assistant
University Institute of Lisbon (ISCTE-IUL)
- Taught the curricular unit: Introduction to Programming to first-year students majoring in computer science, computer science with management, and computer science with telecommunications.
- Taught the curricular unit: Object-Oriented Programming to first-year students majoring in computer science, computer science with management, and computer science with telecommunications.
- Organized multiple events at the university in collaboration with the local IEEE student branch.
Web Developer
PTWS Lda
- Developed custom full-stack eCommerce solutions based on open-source platforms.
- Created third-party payment gateways for multiple eCommerce platforms.
- Managed a small team of developers.
- Installed, configured, and developed modules for web software (Joomla, PrestaShop, WHMCS, and more).
Experience
JBotEvolver
https://github.com/BioMachinesLab/jbotevolverConilon
https://github.com/BioMachinesLab/conillonA Sea of Robots
https://www.youtube.com/watch?v=JBrkszUnms8Color Orbs
https://www.microsoft.com/en-us/p/color-orbs/9wzdncrdrhpfJhip8
https://github.com/miguelduarte42/Jhip8Chip8JS
https://github.com/miguelduarte42/Chip8JS• http://miguelduarte.pt/2012/07/09/chip-8-emulator-in-javascript/
Moppy and Floppy Guitar
Education
Ph.D. in Computer Science
University Institute of Lisbon (ISCTE-IUL) - Lisbon, Portugal
Master's Degree in Computer Science
University Institute of Lisbon (ISCTE-IUL) - Lisbon, Portugal
Bachelor's Degree in Computer Science
University Institute of Lisbon (ISCTE-IUL) - Lisbon, Portugal
Skills
Libraries/APIs
Node.js, Twilio API, Google Maps, React, jQuery, OpenCV, Ggplot2
Tools
PrestaShop, Eclipse IDE, Travis CI, RedBean ORM, Git, Adobe Photoshop, JetBrains, Adobe Illustrator, Atom
Languages
Java, CSS, HTML, SQL, JavaScript, PHP, Assembly, Sass, XML, C#, C, Prolog, R, Python
Frameworks
ASP.NET, Redux, Swagger, AngularJS, Express.js
Paradigms
Object-oriented Programming (OOP), REST
Platforms
MacOS, Linux, Amazon Web Services (AWS), Windows, Eclipse, Docker
Storage
JSON, MySQL, MongoDB
Other
Evolutionary Algorithms, Neural Networks, Robotics, Artificial Intelligence, Ajax, Evolutionary Computation, Artificial Neural Networks (ANN), V-REP, Machine Learning, Electronics, Robot Operating System (ROS)
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