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<!DOCTYPE html>
<html lang="en">
<head>
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<script async src="https://www.googletagmanager.com/gtag/js?id=G-CZDV1YEZB2"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-CZDV1YEZB2');
</script>
<!-- Other meta tags -->
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Andres Castillo | Blog</title>
<meta content="Lifelong learner, Problem solver, Urban data scientist, Machine Learning Engineer, Transport modeller" name="keywords">
<meta name="description" content="I am a urban data scientist and a recent graduate from the University of Toronto. I am actively seeking opportunities in roles such as data scientist, machine learning engineer, and transport modeller.">
<meta property="og:title" content="Andres Castillo | Data Scientist">
<link rel="icon" href="../assets/images/favicon.png" type="image/x-icon">
<link rel="shortcut icon" href="../assets/images/favicon.png" type="image/x-icon">
</head>
<script src="https://cdn.jsdelivr.net/npm/[email protected]/particles.min.js"></script>
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<body>
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<div class="blog-mask"></div>
<div class="row navbar-row">
<nav class="navbar navbar-expand-lg bg-body-tertiary fixed-top">
<a class="navbar-brand justify-content-center" href="../index.html">Andrés Castillo</a>
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</button>
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<ul class="navbar-nav">
<li class="nav-item">
<a class="nav-link" aria-current="page" href="../index.html">About</a>
</li>
<li class="nav-item">
<a class="nav-link" href="../blog.html">Blog</a>
</li>
<li class="nav-item">
<a class="nav-link" href="../assets/files/CV_Andres_Castillo_Jan_2024.pdf" target="_blank">CV</a>
</li>
<!-- <li class="nav-item">
<a class="nav-link" href="#">Projects</a>
</li>
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<a class="nav-link" href="#">Contact</a>
</li> -->
</ul>
</div>
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</div>
<div class="container-fluid">
<div class="row blog-content-row">
<div class="col-lg-2 d-none d-lg-block">
</div>
<div class="col-sm-12 col-lg-8">
<div class="blog-container">
<h1>2024</h1>
<div class="row blog-entry mb-3">
<div class="col-8 col-sm-8">
<h2><a class="blog-link" href="../blog_entries/pydantic_intro.html">Pydantic: A brief introduction to data validation and structure in Python</a></h2>
</div>
<div class="col-4 col-sm-4">
<h3>Jan 2024</h3>
</div>
</div>
<div class="row blog-categories mb-3">
<div class="col-8 col-sm-8">
<p>Python</p>
<p>Pydantic</p>
<p>Data structures</p>
<p>Data validation</p>
</div>
</div>
<div class="row blog-entry mb-3">
<div class="col-8 col-sm-8">
<h2><a class="blog-link" href="../blog_entries/predicting_salaries_gta.html">Predicting salaries in the Greater Toronto Area: A Bayesian approach</a></h2>
</div>
<div class="col-4 col-sm-4">
<h3>Jan 2024</h3>
</div>
</div>
<div class="row blog-categories mb-3">
<div class="col-8 col-sm-8">
<p>Bayesian statistics</p>
<p>Simulation</p>
<p>JAX</p>
<p>Numpyro</p>
</div>
</div>
<!-- <h1>2023</h1>
<div class="row blog-entry mb-3">
<div class="col-8 col-sm-8">
<h2><a class="blog-link" href="blog_entries/hierarchical.html">Hierarchical model: Modelling complex datasets</a></h2>
</div>
<div class="col-4 col-sm-4">
<h3>Dic 2023</h3>
</div>
</div>
<div class="row blog-categories mb-3">
<div class="col-8 col-sm-8">
<p>Bayesian statistics</p>
<p>Simulation</p>
<p>JAX</p>
<p>Numpyro</p>
<p>JAX</p>
<p>Numpyro</p>
<p>JAX</p>
<p>Numpyro</p>
<p>JAX</p>
<p>Numpyro</p>
</div>
</div>
<div class="row blog-entry mb-3">
<div class="col-8 col-sm-8">
<h2><a class="blog-link" href="blog_entries/gamma_glm.html">Gamma GLM in Numpyro</a></h2>
</div>
<div class="col-4 col-sm-4">
<h3>Oct 2023</h3>
</div>
</div>
<div class="row blog-entry mb-3">
<div class="col-8 col-sm-8">
<h2><a class="blog-link" href="blog_entries/bayesian_linear_regression.html">An introduction to Bayesian Linear Regression</a></h2>
</div>
<div class="col-4 col-sm-4">
<h3>Aug 2023</h3>
</div>
</div> -->
</div>
</div>
<div class="col-lg-2 d-none d-lg-block">
</div>
</div>
<div class="row footer-row">
<div class="col-sm-1"></div>
<div class="col-sm-10" align="center">
<a target="_blank" href="https://www.linkedin.com/in/andres-danilo-castillo-vega/"><i class="bi bi-linkedin" style="font-size: 1.8rem; color: #393939; margin: 25px;"></i></a>
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<a target="_blank" href="https://twitter.com/a_castillo_v"><i class="bi bi-twitter-x" style="font-size: 1.8rem; color: #393939; margin: 25px;"></i></a>
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</body>
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