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James Pontes Miranda

James Pontes Miranda

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Latest posts

I listened to the 1001 (?) albums I should listen to before I die

This is my attempt to contribute to the April’s Cool , where instead of posting a prank-like post, some people decided to post something cool (obviously) that is unusual for the blog’s current content. Although this is a newborn blog (I deployed it some months ago, but I only started posting a few weeks ago), I have some plans and intentions for around here. Given that, I…

Why to create a blog?

Why did I decide to create and try to maintain a (mainly tech) blog in 2026? This is a question I often ask myself, so I decided: why not write a post about it? So, I have worked with tech for the last 10 years or so. Around 4 or 5 years ago, I wrote a lot of code, being officially defined as a software developer or programmer. For the rest of these 10 years, I still did a lot of programming, but…

Between Mountains and Models in Marbella

Since I returned to academia after working in the software industry to pursue my PhD, I have learned a lot. Of course, I learned technical things since I started doing research in two largely new fields (to me): Software and Systems Modeling (within the MDE umbrella) and Machine Learning. I gave much stronger emphasis to the first one, but nowadays I can understand the technicalities and backbone…

Hello!

This is the first post and its here just to test if everything is working fine. Since I plan to keep the posts here aligned with what is expected for a “tech blog”, nothing better for a test than running a “Hello, world!” program. So, I leave below the implementation of this program in some programming languages which I’m currently working with these days. Java Hello,…

Towards an In-Context LLM-Based Approach for Automating the Definition of Model Views

Integrating the Support for Machine Learning of Inter-Model Relations in Model Views

Projects

Towards Automating Model-Based Systems Engineering in Industry - An Experience Report

Towards the Integration Support for Machine Learning of Inter-Model Relations in Model Views

About

About Me I’m James, a Brazilian living in France. I hold a PhD in Computer Science from IMT Atlantique and currently work as a Research Engineer at CEA , the French national organization for atomic and alternative energy research. Before that, I graduated in Brazil at UNESP , where I first learned to love (and sometimes hate) computers and computer science. I’ve been working with tech for…

Pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures.

PyTorch

PyTorch is a Python package that provides tensor computation (like NumPy) with strong GPU acceleration.

scikit-learn

scikit-learn is a Python module for machine learning built on top of SciPy and is distributed under the 3-Clause BSD license.

Experience

OntoDRE: An ontology for the requirements engineering decision process

A qualitative approach to develop niche social networks

An example conference paper

Click the Cite button above to demo the feature to enable visitors to import publication metadata into their reference management software. Create your slides in Markdown - click the Slides button to check out the example. Add the publication’s full text or supplementary notes here. You can use rich formatting such as including code, math, and images .