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<!DOCTYPE HTML>
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<h1>Tools</h1>
<p>Software I build, maintain or contribute to</p>
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<h2>Research tools</h2>
<p>Software I build or contribute to as part of my research.</p>
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<div class="cards">
<div class="card">
<header><h4>CPPxDIC</h4></header>
<div class="meta">2025 – present • C++ • Open source</div>
<p>C++ implementation of xDIC: 2D digital image correlation (DIC) analysis developed for neuroscientific applications (full-field displacement and strain measurement from image sequences). Continuously developed at INMA/UCLouvain.</p>
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<li><a href="https://github.com/xdic-dev/CPPxDIC" class="button small" target="_blank">GitHub</a></li>
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<header><h4>CppNCorr</h4></header>
<div class="meta">2025 – present • C++ • Open source</div>
<p>Fast 2D digital image correlation software in C++ (Ncorr-style algorithms), companion of CPPxDIC for high-throughput neuroscience imaging pipelines.</p>
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<li><a href="https://github.com/xdic-dev/CppNCorr" class="button small" target="_blank">GitHub</a></li>
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<header><h4>PANTHER</h4></header>
<div class="meta">2023 – present • Python / Ivy • Open source</div>
<p>Pluginizable testing environment for network protocols: formal specification (Ivy), reproducible network simulation (Shadow), YAML-driven workflows and a stateful fuzzer plugin. Used to discover and reproduce QUIC vulnerabilities.</p>
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<li><a href="https://github.com/ElNiak/PANTHER" class="button small" target="_blank">GitHub</a></li>
<li><a href="https://doi.org/10.1016/j.scico.2025.103389" class="button small" target="_blank">Paper</a></li>
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<header><h4>Dionysos.jl</h4></header>
<div class="meta">2024 – present • Julia • Contributor</div>
<p>Control-system problem solver (abstraction-based control of hybrid/nonlinear systems) developed at UCLouvain. I contribute to the optimization and solver side.</p>
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<li><a href="https://dionysos-dev.github.io/Dionysos.jl/stable/" class="button small" target="_blank">Documentation</a></li>
<li><a href="https://github.com/dionysos-dev/Dionysos.jl" class="button small" target="_blank">GitHub</a></li>
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<div class="card">
<header><img src="images/oscar.png" alt="OscaR" /><h4>OscaR — CP4DM constraints</h4></header>
<div class="meta">2015 – 2020 • Scala • Open source</div>
<p>Global constraints for pattern mining in the OscaR constraint solver: PPIC/PPICt (sequential patterns, with time constraints), CoverSize (frequent itemsets), EpisodeSupport (episode mining) and PRL (probabilistic rule lists). Executables and demos on the CP4DM site.</p>
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<li><a href="http://sites.uclouvain.be/cp4dm/" class="button small" target="_blank">CP4DM</a></li>
<li><a href="https://bitbucket.org/oscarlib/oscar/src/dev/oscar-ml/src/main/scala/oscar/ml/pm/" class="button small" target="_blank">Code</a></li>
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<header><h4>ΩPs-DSL</h4></header>
<div class="meta">2019 • Scala</div>
<p>Domain-specific language for pattern-set mining problems: describe the network, its parameters and the loss function computed on the data, then compile it to Boolean circuits.</p>
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<li><a href="https://dial.uclouvain.be/pr/boreal/object/boreal%3A218163/datastream/PDF_01/view" class="button small" target="_blank">Paper</a></li>
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<h2>Misc. tools</h2>
<p>Small utilities born from side needs. More on <a href="https://github.com/johnaoga" target="_blank">GitHub</a>.</p>
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<div class="card">
<header><h4>Conference Programme Manager (cpm)</h4></header>
<div class="meta">2025 – present • Python • PyPI</div>
<p>Generate structured conference programmes from paper submissions, topic preferences, room/chair resources and scheduling constraints (with optional SBERT paper–topic similarity). <code>pip install conf-program-manager</code></p>
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<li><a href="https://pypi.org/project/conf-program-manager/" class="button small" target="_blank">PyPI</a></li>
<li><a href="https://github.com/johnaoga/cpm" class="button small" target="_blank">GitHub</a></li>
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<h2>John's Career profile</h2>
<p><b>Lecturer and Researcher</b>, with over 10 years of experience in artificial intelligence,
data science and optimization (CP/MIP, ML/DL/DM, NLP), creator of several programming and
data science courses, and building data-driven solutions for West African development and
environmental systems...<a href="bio.html">Learn more</a></p>
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<dd>Abomey-Calavi (Benin/Africa) • Louvain-la-neuve (Belgium)</dd>
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