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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>Federico Gómez Cardona | Computational Geoscientist</title>
<meta name="description" content="Federico Gómez Cardona — Computational Geoscientist, Remote Sensing Lead at SIATA, and Adjunct Professor at Universidad EAFIT. Physically-based modeling, Earth AI, and real-time early warning.">
<meta name="author" content="Federico Gómez Cardona">
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<meta property="og:description" content="Physically-based modeling, Earth AI, and real-time early warning systems in the tropical Andes.">
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<link rel="stylesheet" href="css/styles.css">
</head>
<body>
<!-- Site Navigation -->
<nav class="site-nav" id="site-nav">
<div class="nav-inner">
<a class="nav-brand" href="#hero">
<span class="brand-monogram">FG</span>
<span class="brand-text">Federico Gómez</span>
</a>
<ul class="nav-links" id="nav-links">
<li><a class="nav-link" href="#about">About</a></li>
<li><a class="nav-link" href="#software">Software</a></li>
<li><a class="nav-link" href="#impact">Operational Impact</a></li>
<li><a class="nav-link" href="#publications">Publications</a></li>
<li><a class="nav-link" href="#experience">Experience</a></li>
<li><a class="nav-link" href="#skills">Skills</a></li>
<li><a class="nav-link nav-link-cta" href="#contact">Contact</a></li>
</ul>
<button class="nav-toggle" id="nav-toggle" aria-label="Toggle navigation menu" aria-expanded="false" aria-controls="nav-links">
<span></span><span></span><span></span>
</button>
</div>
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<!-- Hero Section -->
<header id="hero" class="hero-section">
<div class="hero-glow"></div>
<div class="hero-container">
<div class="hero-status">
<span class="status-dot"></span>
<span class="status-text">Operational Multi-Hazard Research & Open Source Software</span>
</div>
<h1 class="hero-title">
Federico Gómez Cardona
</h1>
<p class="hero-subtitle">
Computational Geoscientist · Physically-Based Modeling · Earth AI
</p>
<p class="hero-lead">
I design real-time early warning pipelines fusing <strong>numerical slope stability models</strong>,
<strong>dual weather radar grids</strong>, <strong>dense IoT telemetry</strong>,
and <strong>drone photogrammetry</strong> to monitor and forecast landslides and debris flows across the tropical Andes.
</p>
<div class="hero-meta-pills">
<span class="meta-pill"><i class="fas fa-satellite-dish"></i> Remote Sensing Lead @ SIATA</span>
<span class="meta-pill"><i class="fas fa-chalkboard-user"></i> Adjunct Professor @ EAFIT</span>
<span class="meta-pill"><i class="fas fa-graduation-cap"></i> M.Sc. Water Resources Engineering</span>
<span class="meta-pill"><i class="fas fa-map-marker-alt"></i> Medellín, Colombia</span>
</div>
<div class="hero-actions">
<a href="#software" class="btn btn-primary">
<i class="fas fa-code-branch"></i> Research Software
</a>
<a href="#publications" class="btn btn-secondary">
<i class="fas fa-book"></i> Publications
</a>
<a href="https://github.com/federicogmz" target="_blank" rel="noopener" class="btn btn-ghost">
<i class="fab fa-github"></i> GitHub
</a>
<a href="mailto:fjgomezc@eafit.edu.co" class="btn btn-ghost">
<i class="fas fa-envelope"></i> Email
</a>
</div>
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<a href="https://github.com/federicogmz" target="_blank" rel="noopener" aria-label="GitHub Profile" title="GitHub"><i class="fab fa-github"></i></a>
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<a href="mailto:fjgomezc@eafit.edu.co" aria-label="Email Federico Gómez" title="Email"><i class="fas fa-envelope"></i></a>
</div>
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</header>
<!-- Metrics Banner (Social Proof) -->
<section class="metrics-banner">
<div class="metrics-grid">
<div class="metric-card">
<div class="metric-number">4.2M+</div>
<div class="metric-label">Inhabitants Covered by SIATA Early Warning</div>
</div>
<div class="metric-card">
<div class="metric-number">1,000+</div>
<div class="metric-label">IoT Sensor Stations & Dual Radars</div>
</div>
<div class="metric-card">
<div class="metric-number">4</div>
<div class="metric-label">Core Open Source Research Repos</div>
</div>
<div class="metric-card">
<div class="metric-number" id="metric-pubs">10+</div>
<div class="metric-label">Indexed Publications & Research Works</div>
</div>
</div>
</section>
<!-- About Section -->
<section id="about" class="section">
<div class="section-container">
<div class="section-header">
<span class="section-tag">Background</span>
<h2 class="section-title">Research & Engineering Focus</h2>
</div>
<div class="about-grid">
<div class="about-text">
<p>
Natural hazards in steep tropical mountain environments present unique physical complexities: intense localized rainfall cells, deeply weathered tropical soils, and dense urban settlements on steep terrain.
</p>
<p>
My work bridges the gap between <strong>theoretical physics-based mechanics</strong> and <strong>high-throughput operational software</strong>. At <strong>SIATA</strong> (Medellín's multi-hazard early warning system), I lead remote sensing workflows, integrating satellite SAR/multispectral imagery, drone surveys, and operational weather radar data to forecast instability before catastrophic failures occur.
</p>
<p>
At <strong>Universidad EAFIT</strong>, I lecture graduate engineers on geotechnical instrumentation, sensor network interpretation, and physical telemetry analysis on active slopes.
</p>
</div>
<div class="about-focus-cards">
<div class="focus-card">
<i class="fas fa-mountain focus-icon"></i>
<h3>Physical Slope Stability</h3>
<p>Transient infiltration, steady-state pore pressure distribution, and distributed limit-equilibrium models (SHALSTAB, TRIGRS).</p>
</div>
<div class="focus-card">
<i class="fas fa-satellite focus-icon"></i>
<h3>Earth Observation & UAS</h3>
<p>High-resolution photogrammetry, thermal infrared, multispectral UAV mapping, and radar-based nowcasting.</p>
</div>
<div class="focus-card">
<i class="fas fa-brain focus-icon"></i>
<h3>Scientific Python & ML</h3>
<p>Physics-informed modeling, morphometric basin classification, Numba/NumPy accelerated numerical kernels.</p>
</div>
</div>
</div>
</div>
</section>
<!-- Featured Research Software -->
<section id="software" class="section section-dark">
<div class="section-container">
<div class="section-header">
<span class="section-tag">Open Source</span>
<h2 class="section-title">Featured Research Software</h2>
<p class="section-desc">Production-grade open source tools developed for geohazard modeling, remote sensing, and disaster risk assessment.</p>
</div>
<div class="software-grid">
<!-- SHALSTAB -->
<article class="software-card">
<div class="card-header">
<div class="card-title-group">
<h3 class="card-title">shalstab</h3>
<a href="https://pypi.org/project/shalstab/" target="_blank" rel="noopener"><img src="https://img.shields.io/pypi/v/shalstab?color=blue&style=flat-square" alt="PyPI version"></a>
<a href="https://github.com/federicogmz/shalstab-python/actions" target="_blank" rel="noopener"><img src="https://github.com/federicogmz/shalstab-python/actions/workflows/ci.yml/badge.svg?branch=main" alt="CI Status"></a>
<span class="badge badge-license">GPL-3.0</span>
</div>
<a href="https://github.com/federicogmz/shalstab-python" target="_blank" rel="noopener" class="card-link" aria-label="shalstab GitHub repository">
<i class="fab fa-github"></i>
</a>
</div>
<p class="card-description">
High-performance Python implementation of the SHALSTAB physically-based landslide susceptibility model. Designed for large geospatial DEM grids with Numba-accelerated numerical kernels and interactive Rich CLI.
</p>
<div class="install-snippet">
<code>pip install shalstab</code>
<button class="copy-btn" data-copy="pip install shalstab" aria-label="Copy install command">
<i class="far fa-copy"></i>
</button>
</div>
<div class="card-tags">
<span class="tag">Python</span>
<span class="tag">NumPy</span>
<span class="tag">Numba</span>
<span class="tag">Rasterio</span>
<span class="tag">Rich CLI</span>
</div>
<div class="card-footer">
<a href="https://github.com/federicogmz/shalstab-python" target="_blank" rel="noopener" class="btn btn-sm btn-ghost">
<i class="fab fa-github"></i> Code
</a>
<a href="https://pypi.org/project/shalstab/" target="_blank" rel="noopener" class="btn btn-sm btn-ghost">
<i class="fas fa-box-open"></i> PyPI
</a>
</div>
</article>
<!-- RAPTOR -->
<article class="software-card">
<div class="card-header">
<div class="card-title-group">
<h3 class="card-title">raptor</h3>
<a href="https://github.com/federicogmz/raptor/actions" target="_blank" rel="noopener"><img src="https://github.com/federicogmz/raptor/actions/workflows/ci.yml/badge.svg?branch=main" alt="CI Status"></a>
<span class="badge badge-license">MIT</span>
</div>
<a href="https://github.com/federicogmz/raptor" target="_blank" rel="noopener" class="card-link" aria-label="raptor GitHub repository">
<i class="fab fa-github"></i>
</a>
</div>
<p class="card-description">
Open-source containerized photogrammetry pipeline for DJI enterprise UAVs (M3T, H20T, M3M). Generates RGB, radiometric thermal, and multispectral orthomosaics with an interactive Leaflet web viewer for post-disaster damage assessment.
</p>
<div class="install-snippet">
<code>git clone https://github.com/federicogmz/raptor.git</code>
<button class="copy-btn" data-copy="git clone https://github.com/federicogmz/raptor.git" aria-label="Copy clone command">
<i class="far fa-copy"></i>
</button>
</div>
<div class="card-tags">
<span class="tag">FastAPI</span>
<span class="tag">Leaflet</span>
<span class="tag">Docker</span>
<span class="tag">UAV Photogrammetry</span>
<span class="tag">OpenCV</span>
</div>
<div class="card-footer">
<a href="https://github.com/federicogmz/raptor" target="_blank" rel="noopener" class="btn btn-sm btn-ghost">
<i class="fab fa-github"></i> Code & Docs
</a>
</div>
</article>
<!-- TRIGRS-PYWRAP -->
<article class="software-card">
<div class="card-header">
<div class="card-title-group">
<h3 class="card-title">trigrs-pywrap</h3>
<a href="https://github.com/federicogmz/trigrs-pywrap/actions" target="_blank" rel="noopener"><img src="https://github.com/federicogmz/trigrs-pywrap/actions/workflows/ci.yml/badge.svg?branch=master" alt="CI Status"></a>
<span class="badge badge-license">GPL-3.0</span>
</div>
<a href="https://github.com/federicogmz/trigrs-pywrap" target="_blank" rel="noopener" class="card-link" aria-label="trigrs-pywrap GitHub repository">
<i class="fab fa-github"></i>
</a>
</div>
<p class="card-description">
Python wrapper and automated pipeline for the USGS TRIGRS Fortran model (Transient Rainfall Infiltration and Grid-Based Regional Slope-Stability). Automates raster pre-processing, temporal rainstorm curves, and stability output extraction.
</p>
<div class="install-snippet">
<code>git clone https://github.com/federicogmz/trigrs-pywrap.git</code>
<button class="copy-btn" data-copy="git clone https://github.com/federicogmz/trigrs-pywrap.git" aria-label="Copy clone command">
<i class="far fa-copy"></i>
</button>
</div>
<div class="card-tags">
<span class="tag">Python</span>
<span class="tag">USGS Fortran</span>
<span class="tag">Transient Infiltration</span>
<span class="tag">GDAL</span>
</div>
<div class="card-footer">
<a href="https://github.com/federicogmz/trigrs-pywrap" target="_blank" rel="noopener" class="btn btn-sm btn-ghost">
<i class="fab fa-github"></i> Code
</a>
</div>
</article>
<!-- DEBRIS-FLOW-SUSCEPTIBILITY -->
<article class="software-card">
<div class="card-header">
<div class="card-title-group">
<h3 class="card-title">debris-flow-susceptibility</h3>
<span class="badge badge-primary">Python 3</span>
<span class="badge badge-license">GPL-3.0</span>
</div>
<a href="https://github.com/federicogmz/debris-flow-susceptibility" target="_blank" rel="noopener" class="card-link" aria-label="debris-flow-susceptibility GitHub repository">
<i class="fab fa-github"></i>
</a>
</div>
<p class="card-description">
Geospatial and machine learning workflows for assessing torrential flow and debris-flow susceptibility from basin morphometry. Implements reproducible training pipelines, feature engineering, and cross-validation in tropical mountainous terrains.
</p>
<div class="install-snippet">
<code>git clone https://github.com/federicogmz/debris-flow-susceptibility.git</code>
<button class="copy-btn" data-copy="git clone https://github.com/federicogmz/debris-flow-susceptibility.git" aria-label="Copy command">
<i class="far fa-copy"></i>
</button>
</div>
<div class="card-tags">
<span class="tag">scikit-learn</span>
<span class="tag">GeoPandas</span>
<span class="tag">Morphometry</span>
<span class="tag">Machine Learning</span>
</div>
<div class="card-footer">
<a href="https://github.com/federicogmz/debris-flow-susceptibility" target="_blank" rel="noopener" class="btn btn-sm btn-ghost">
<i class="fab fa-github"></i> Code
</a>
</div>
</article>
</div>
<div class="center-cta">
<a href="https://github.com/federicogmz?tab=repositories" target="_blank" rel="noopener" class="btn btn-secondary">
<i class="fab fa-github"></i> View All Repositories on GitHub
</a>
</div>
</div>
</section>
<!-- Operational Impact Section -->
<section id="impact" class="section">
<div class="section-container">
<div class="section-header">
<span class="section-tag">Real-World Deployment</span>
<h2 class="section-title">Operational Early Warning & Field Missions</h2>
<p class="section-desc">Translating advanced physical algorithms and sensor networks into lifesaving public infrastructure.</p>
</div>
<div class="impact-grid">
<div class="impact-card">
<div class="impact-icon"><i class="fas fa-satellite-dish"></i></div>
<h3>SIATA Multi-Hazard Early Warning</h3>
<p>
Continuous operational monitoring of the Aburrá Valley (10 metropolitan municipalities). Fusing dual weather radar precipitation estimates with real-time geotechnical sensors to issue early evacuation alerts to disaster risk agencies (DAGRD, fire departments).
</p>
</div>
<div class="impact-card">
<div class="impact-icon"><i class="fas fa-helicopter"></i></div>
<h3>UAS Photogrammetry & Emergency Response</h3>
<p>
High-altitude drone operations over active landslides and critical catchments. Generating centimetre-accurate 3D point clouds, digital surface models, and thermal mapping for structural damage zonation and volumetric displacement tracking.
</p>
</div>
<div class="impact-card">
<div class="impact-icon"><i class="fas fa-graduation-cap"></i></div>
<h3>Academic Mentorship & Geotechnical Teaching</h3>
<p>
Graduate instruction in geotechnical instrumentation at Universidad EAFIT. Bridging theory with practical sensor calibration, inclinometer readings, piezometric analysis, and automated warning thresholds.
</p>
</div>
</div>
</div>
</section>
<!-- Publications Section -->
<section id="publications" class="section section-dark">
<div class="section-container">
<div class="section-header">
<span class="section-tag">Peer-Reviewed Research</span>
<h2 class="section-title">Selected Publications</h2>
<p class="section-desc">Scientific articles, conference proceedings, and graduate research indexed in Google Scholar.</p>
</div>
<div class="pub-filter-bar">
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<span class="timeline-date">2021 — Present</span>
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<h4 class="timeline-org">Sistema de Alerta Temprana del Valle de Aburrá (SIATA)</h4>
<p>Leading remote sensing workflows, drone mapping operations, and real-time hazard forecasting pipelines fusing weather radar, IoT telemetry, and physically-based algorithms.</p>
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<span class="timeline-date">2024 — Present</span>
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<p>Research on landslide susceptibility, multi-hazard simulations (landslides, flash floods, debris flows), and satellite-based analysis across diverse Colombian mountainous terrains.</p>
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<p>Thesis on debris-flow routing in mountain terrains and tropical environments for hazard assessment using multi-model numerical benchmarking.</p>
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