Nuno Ramos Carvalho

Nuno Ramos Carvalho


  • computer science
  • machine learning
  • deep learning
  • data science
  • astronomy
  • astrophysics
  • aerospace engineering
  • spacecraft operations

Portfolio

Screenshot of the Sim-Ops ground operations manager showing telemetry status panels and uplink and downlink spectrum plots

Sim-Ops

Software suite for Spacecraft Operations simulations exercises and training.

GitHub Python
Chart of Hubble galaxy morphology classes, from ellipticals through spirals and barred spirals, on a starfield

Galaxy ConvNet

Galaxies morphology classification from images using convolutional neural networks.

Medium GitHub Python
Industrial pipework, valves and actuators mounted on a brick wall

astroMLP

Collection of data processing pipelines using deep learning models for astrophysics applications.

App GitHub Python
Illustration of a pulsar: a neutron star with looping magnetic field lines and a beam along its magnetic axis

Predicting Pulsars

Predicting pulsars candidates using Neural Networks.

Medium Kernel Python
The Sun in red-filtered light with bright active regions and a prominence arcing from the limb

Sunspots Estimator

Predicting monthly average of active sunspots in the Sun.

GitHub Python
Model planets with rings suspended against a dark background

exopl

A command line tool to perform pipelined operations on exoplanets data.

GitHub C++
Simulation of a star with two planets on elliptical orbits over a starfield

Kepler 210 Sim

Kepler 210 multi-planetary system of exoplanets simulation with real data.

View GitHub WebGL
Sequence of eclipse phases across a dusk sky, from crescent through ring back to crescent

exotx

Package for exploring exoplanets transits and related resources.

GitHub Python
Rendering of a solar-powered rover on the rocky red surface of Mars

Mars Rover Slideshow

Web app with slideshows of images taken by rovers on Mars.

GitHub Java
Satellite vegetation index map of a region rendered in autumn greens and yellows, labelled Fall

EO Quick Videos

Quick videos illustrating Earth observation insights using real satellite data.

YouTube GitHub Google EE
A heavy-lift rocket lifting off from a coastal launch pad in a cloud of exhaust

Y-Space

Datasets, web-services, models, tools, and other assorted resources about the Universe.

The Andromeda galaxy, a bright spiral seen at an angle among field stars

SDSS Galaxy Subset

Dataset of around 60k objects classified as galaxies, including RGB images, FITS and spectral data.

Site Dataset
A spacecraft with solar panels photographed from orbit above a desert coastline

yspacepy

Python package with utilities and interface to the Y-Space API.

PyPI GitHub Python
A teacher at a blackboard in a primary school classroom, with a pupil raising a hand

qaptnet

Question answering model fine tuned for Portuguese.

GitHub Medium Python
A wall covered with open books

squad-v1.1-pt

Portuguese translation of the SQuAD dataset.

GitHub Dataset
Simulation render of the cosmic web: filaments of clustered points in orange and purple

Cosmo Sims

Simple cosmological simulations.

YouTube GitHub Gadget-2
State diagram with labelled nodes joined by numbered transitions

Reducer

Tool for reducing expressions to a simpler form in Haskell.

Site GitHub Haskell
Coloured plastic cups stacked into a pyramid

App::p5stack

Manage your dependencies and Perl requirements locally.

CPAN GitHub Perl
Close-up of an aged printed page of Portuguese verse with a decorated initial

pln.pt

Natural Language Processing for Portuguese resources, services and other information.

Scattered wooden letter tiles from a word game

Lingua::IdSplitter

Split compound identifiers into individual terms.

CPAN GitHub Perl
A stack of books with an apple, coloured pencils and alphabet blocks on a desk

The 101 Series

Series of practical and quick introduction to different topics.

Projects

An open book of printed piano sheet music

Wiki Score

Online platform for cooperative editing of large scale music scores.

Close-up of interlocking metal gears

CROSS

An Infrastructure for Certification and Re-engineering of Open Source Software.

Aerial view of a small lake surrounded by dense green forest

Projecto Natura

NLP research and application development at University of Minho.

Rows of national flags laid flat on the ground, casting long shadows

Per-Fide

Portuguese in parallel with six languages: Español, русский, Français, Italiano, Deutsch, English.

A weathered Portuguese flag flying from a boat at sea with gulls overhead

APPP

Portuguese Association for Perl Programmers, promoting and advocating the Perl programming language.

Silhouettes of a group of people standing against a sunset

Debian Perl Group

Packaging of CPAN Perl distributions for Debian.

Courses

Front-End Web Developer Nanodegree

Completed; no certificate link Udacity

Planets, exoplanets and their systems in a broad and multidisciplinary context

Completed; no certificate link Instituto de Astrofísica de Andalucía

Basic Principles of Radar Backscatter

Completed; no certificate link EO College

Echoes in Space: Introduction to Radar Remote Sensing

Completed; no certificate link EO College

ECSS Training — Introduction and Various Standards

Completed; no certificate link ESA Learning Hub

Introduction to Satellite Communications

Completed; no certificate link Johns Hopkins University

Music Theory Grade 1

Completed; no certificate link ABRSM