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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Charles Abdoulaye NGOM | AI Researcher</title>
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<meta name="description" content="Charles Abdoulaye NGOM - PhD Student in Artificial Intelligence at INRAE-TETIS, specializing in NLP, Knowledge Graphs, and Food Security Crisis Monitoring">
<meta name="keywords" content="AI, NLP, Machine Learning, Deep Learning, Knowledge Graphs, Food Security, Research">
<meta name="author" content="Charles Abdoulaye NGOM">
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<a href="#experience" class="mobile-nav-link">Experience</a>
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<a href="#awards" class="mobile-nav-link">Awards</a>
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<!-- Left Sidebar - Profile -->
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<!-- Profile Photo -->
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<img src="images/charles.png" alt="Charles Abdoulaye NGOM">
</div>
<!-- Name & Title -->
<h1 class="name">Charles Abdoulaye NGOM</h1>
<p class="title">PhD Student in Artificial Intelligence</p>
<!-- Affiliation -->
<div class="affiliation">
<a href="https://www.inrae.fr/" target="_blank" rel="noopener">INRAE</a> ·
<a href="https://umr-tetis.cirad.fr/" target="_blank" rel="noopener">UMR TETIS</a>
</div>
<p class="location">Montpellier, France</p>
<!-- Quick Links -->
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<a href="CV_CAN_RI.pdf" class="quick-link" target="_blank">
<i class="fas fa-file-pdf"></i> CV
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<!-- Contact Links -->
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<a href="mailto:charles.ngom@inrae.fr" class="contact-link" title="Email">
<i class="fas fa-envelope"></i>
<span>charles.ngom@inrae.fr</span>
</a>
<a href="https://scholar.google.fr/citations?user=v2VkcZEAAAAJ" class="contact-link" target="_blank" rel="noopener" title="Google Scholar">
<i class="ai ai-google-scholar"></i>
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<a href="https://orcid.org/0009-0007-4540-4112" class="contact-link" target="_blank" rel="noopener" title="ORCID">
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<a href="https://www.researchgate.net/profile/Charles-Ngom" class="contact-link" target="_blank" rel="noopener" title="ResearchGate">
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<span>ResearchGate</span>
</a>
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</div>
</aside>
<!-- Main Content -->
<main class="main-content">
<!-- About Section -->
<section id="about" class="section">
<p class="bio">
Hello, I am a Senegalese PhD student in Artificial Intelligence at the
<a href="https://www.umontpellier.fr/" target="_blank" rel="noopener">University of Montpellier</a>,
working at <a href="https://www.inrae.fr/" target="_blank" rel="noopener">INRAE</a> within the
<a href="https://umr-tetis.cirad.fr/" target="_blank" rel="noopener">UMR TETIS</a> laboratory since November 2024.
My research focuses on leveraging <strong>Large Language Models</strong> and <strong>Knowledge Graphs</strong>
for geospatial information extraction from textual data to improve food crisis monitoring and detection in West Africa.
</p>
<p class="bio">
I am supervised by <a href="https://scholar.google.fr/citations?user=ZC5cTtAMFr4C" target="_blank" rel="noopener">Maguelonne Teisseire</a> (Research Director at INRAE)
and <a href="https://scholar.google.fr/citations?user=3a8ya88AAAAJ" target="_blank" rel="noopener">Sarah Valentin</a> (Researcher at CIRAD).
</p>
<div class="research-interests">
<span class="interest">Natural Language Processing</span>
<span class="interest">Large Language Models</span>
<span class="interest">Knowledge Graphs</span>
<span class="interest">Deep Learning</span>
<span class="interest">Food Security</span>
<span class="interest">Geospatial AI</span>
<span class="interest">Healthcare AI</span>
</div>
</section>
<!-- Publications Section -->
<section id="publications" class="section">
<h2 class="section-title">Publications</h2>
<p class="section-subtitle" id="publications-stats">
<a href="https://scholar.google.fr/citations?user=v2VkcZEAAAAJ" target="_blank" rel="noopener">Google Scholar</a> ·
Loading...
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</button>
</div>
</section>
<!-- Experience Section -->
<section id="experience" class="section">
<h2 class="section-title">Experience</h2>
<div class="experience-list">
<article class="experience-item">
<div class="exp-left">
<div class="exp-period">Nov 2024 - Present</div>
<div class="exp-logo">
<img src="images/logos/inrae.jpeg" alt="INRAE">
</div>
</div>
<div class="exp-details">
<h3 class="exp-title">PhD Student in Artificial Intelligence</h3>
<p class="exp-company">
<a href="https://www.inrae.fr/" target="_blank" rel="noopener">INRAE</a> · UMR TETIS · Montpellier, France
</p>
<p class="exp-description">
Research on Spatial Information and AI (LLMs and Knowledge Graphs) for food crisis monitoring.
Working on Named Entity Recognition, Relation Extraction, and geospatial analysis from news articles.
</p>
</div>
</article>
<article class="experience-item">
<div class="exp-left">
<div class="exp-period">May 2024 - Jun 2025</div>
<div class="exp-logo">
<img src="images/logos/paps.jpeg" alt="Paps">
</div>
</div>
<div class="exp-details">
<h3 class="exp-title">Data Scientist</h3>
<p class="exp-company">
<a href="https://www.paps.sn/" target="_blank" rel="noopener">Paps</a> · Dakar, Senegal
</p>
<p class="exp-description">
Data Science and Analysis for Logistics Operations Optimization.
Built ETL pipelines and dashboards for operations and HR performance using MongoDB, Python, Tableau.
</p>
</div>
</article>
<article class="experience-item">
<div class="exp-left">
<div class="exp-period">Sep 2023 - Oct 2024</div>
<div class="exp-logo exp-logo-icon">
<i class="fas fa-laptop-code"></i>
</div>
</div>
<div class="exp-details">
<h3 class="exp-title">AI Engineer Freelancer</h3>
<p class="exp-company">Multiple Clients · West Africa</p>
<p class="exp-description">
Built RAG applications, LLM integrations with vector databases, and data analysis solutions.
Clients included DaDix Startup, NexAI, and Moov Money.
</p>
</div>
</article>
<article class="experience-item">
<div class="exp-left">
<div class="exp-period">Oct 2022 - Aug 2023</div>
<div class="exp-logo">
<img src="images/logos/ird.jpeg" alt="IRD">
</div>
</div>
<div class="exp-details">
<h3 class="exp-title">Deep Learning Engineer</h3>
<p class="exp-company">
<a href="https://www.ird.fr/" target="_blank" rel="noopener">Institut de Recherche pour le Développement (IRD)</a> · Dakar, Senegal
</p>
<p class="exp-description">
Atrial Fibrillation risk prediction using Deep Neural Networks.
Implemented data generation techniques (GANs, Transfer Learning) and end-to-end pipelines with TensorFlow Extended (TFX).
</p>
</div>
</article>
<article class="experience-item">
<div class="exp-left">
<div class="exp-period">Jan 2023 - Oct 2023</div>
<div class="exp-logo">
<img src="images/logos/gomycode.jpeg" alt="GOMYCODE">
</div>
</div>
<div class="exp-details">
<h3 class="exp-title">Deep Learning & Python Instructor</h3>
<p class="exp-company">
<a href="https://gomycode.com/" target="_blank" rel="noopener">GOMYCODE</a> · Dakar, Senegal (Part-time)
</p>
<p class="exp-description">
Taught Neural Networks, Deep Learning, Computer Vision, and NLP.
Coached students in Python programming and machine learning concepts.
</p>
</div>
</article>
</div>
</section>
<!-- Education Section -->
<section id="education" class="section">
<h2 class="section-title">Education</h2>
<div class="education-list">
<article class="education-item">
<div class="edu-period">2024 - 2027</div>
<div class="edu-details">
<h3 class="edu-title">PhD in Computer Science - Artificial Intelligence</h3>
<p class="edu-institution">
<a href="https://www.umontpellier.fr/" target="_blank" rel="noopener">University of Montpellier</a> · INRAE - UMR TETIS
</p>
<p class="edu-thesis">
<em>Thesis: Spatial Information and AI to Improve Food Crisis Monitoring Based on Textual Data</em>
</p>
</div>
</article>
<article class="education-item">
<div class="edu-period">2021 - 2023</div>
<div class="edu-details">
<h3 class="edu-title">Master's Degree in Artificial Intelligence and Big Data</h3>
<p class="edu-institution">
<a href="https://www.esp.sn/" target="_blank" rel="noopener">École Supérieure Polytechnique (ESP)</a> · UCAD, Dakar
</p>
<p class="edu-thesis">
<em>Thesis: Deep Learning Approaches for Predicting Atrial Fibrillation Risk in Pacemaker Patients</em>
</p>
</div>
</article>
<article class="education-item">
<div class="edu-period">2018 - 2021</div>
<div class="edu-details">
<h3 class="edu-title">Bachelor's Degree in Software Engineering</h3>
<p class="edu-institution">
<a href="https://www.esp.sn/" target="_blank" rel="noopener">École Supérieure Polytechnique (ESP)</a> · UCAD, Dakar
</p>
</div>
</article>
</div>
</section>
<!-- Awards Section -->
<section id="awards" class="section">
<h2 class="section-title">Awards & Honors</h2>
<div class="awards-list">
<article class="award-item">
<div class="award-year">2024</div>
<div class="award-details">
<h3 class="award-title">Deep Learning Indaba Poster Prize</h3>
<p class="award-event">Deep Learning Indaba 2024</p>
<p class="award-description">
Data Science Bootcamp Scholarship ($800) for poster on "Atrial Fibrillation Risk Prediction in Pacemaker Patients Using AI Methods".
Also selected for IJCAI AI for Good Symposium.
</p>
</div>
</article>
<article class="award-item">
<div class="award-year">2023</div>
<div class="award-details">
<h3 class="award-title">Second Best Poster Award</h3>
<p class="award-event">Deep Learning IndabaX Senegal 2023</p>
<p class="award-description">
Outstanding research presentation on "Atrial Fibrillation Risk Prediction in Pacemaker Patients Using AI Methods".
</p>
</div>
</article>
</div>
</section>
<!-- Community Section -->
<section id="community" class="section">
<h2 class="section-title">Community</h2>
<div class="community-list">
<article class="community-item">
<div class="comm-logo">
<img src="images/logos/galsen_ai_logo.jpeg" alt="GalsenAI">
</div>
<div class="comm-details">
<h3 class="comm-title">
<a href="https://galsen.ai/" target="_blank" rel="noopener">GalsenAI</a>
</h3>
<p class="comm-role">Member · Since Sep 2021</p>
<p class="comm-description">
Active member of Senegalese AI community.
<a href="https://www.youtube.com/watch?v=Y2Wx91QngUU" target="_blank" rel="noopener">Presented research</a>
on "Text Analysis and Geospatial Extraction for Monitoring Food Crises in West Africa" at Reading Group: NLP & Food Security.
</p>
</div>
</article>
<article class="community-item">
<div class="comm-logo">
<img src="images/logos/masakhane.jpeg" alt="Masakhane">
</div>
<div class="comm-details">
<h3 class="comm-title">
<a href="https://www.masakhane.io/" target="_blank" rel="noopener">Masakhane</a>
</h3>
<p class="comm-role">Member · Since Sep 2025</p>
<p class="comm-description">
Contributing to grassroots NLP research for African languages, advancing AI accessibility and representation across the continent.
</p>
</div>
</article>
</div>
</section>
<!-- Skills Section -->
<section id="skills" class="section">
<h2 class="section-title">Skills</h2>
<div class="skills-grid">
<div class="skill-category">
<h3 class="skill-cat-title">NLP & LLMs</h3>
<p class="skill-items">Transformers, Hugging Face, NER, Relation Extraction, Sentiment Analysis, Topic Modelling, RAG Systems</p>
</div>
<div class="skill-category">
<h3 class="skill-cat-title">Machine Learning & Deep Learning</h3>
<p class="skill-items">TensorFlow/Keras, PyTorch, Scikit Learn, TFX, Computer Vision </p>
</div>
<div class="skill-category">
<h3 class="skill-cat-title">Data & Databases</h3>
<p class="skill-items">Algorithms & Data Structures, Neo4j, MongoDB, SQL, PostgreSQL, Vector Databases, Pandas, Tableau</p>
</div>
<div class="skill-category">
<h3 class="skill-cat-title">Development</h3>
<p class="skill-items">Python, C++, Docker, Git, FastAPI, MLOps</p>
</div>
</div>
</section>
<!-- Contact Section -->
<section id="contact" class="section">
<h2 class="section-title">Contact</h2>
<p class="contact-intro">
I'm open to research collaborations, consulting opportunities, and discussions about AI for social good.
Feel free to reach out!
</p>
<div class="contact-email">
<a href="mailto:charles.ngom@inrae.fr">charles.ngom@inrae.fr</a> ·
<a href="mailto:contactcharliedev@gmail.com">contactcharliedev@gmail.com</a>
</div>
</section>
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<p>© 2025 Charles Abdoulaye NGOM. All rights reserved.</p>
<p class="footer-note">
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