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index.html
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---
layout: default
title: Home
---
<!-- ========== BIO ========== -->
<div class="docs-section" id="bio">
<h4>Bio</h4>
<p>My name is <b>Aristides Milios</b>, and I'm a highly motivated machine learning researcher passionate about the intersection between Natural Language Processing (NLP) and Machine Learning, specifically about investigating the reasoning and few-shot capabilities of Foundation Models (e.g. GPT-3, OPT, etc.), especially when paired with smaller retrieval-style models. I am also passionate about promoting <b>entrepreneurship and design thinking education</b>, at both the secondary and tertiary level.</p>
<p>In high school, I co-founded a startup called <b>Bitness.io</b>, which went through the Launch36 and <a href="https://www.propelict.com/">Propel ICT</a> accelerator programs in Atlantic Canada, and used WiFi beacons to track customers through brick-and-mortar stores and provide Google-Analytics-style analytics to store owners.</p>
<p>As part of my efforts to promote <b>entrepreneurship and design thinking education</b>, I jointly co-founded <a href="https://voltaeffect.com/programs/hoist/">Hoist Halifax</a>, a club with monthly <b>workshops for teens</b> who are interested in technology and entrepreneurship. I was involved in promoting entrepreneurship and design thinking at Dalhousie University for the duration of my studies, going through the rigorous <a href="https://universityinnovationfellows.org/">University Innovation Fellows</a> program, organized by Stanford's <a href="https://dschool.stanford.edu/">d.school of Design</a>, and becoming a Fellow of the program at Dalhousie. As co-president of the <a href="https://www.facebook.com/dalentsoc/">Dalhousie Entrepreneurship Society</a>, I organized a series of design thinking workshops on campus, open to students of all faculties.</p>
<p>As part of my undergrad, I did two research internships at <a href="https://www.marinetraffic.com/">MarineTraffic Inc.</a> (summer 2018 and winter 2019), in Athens, Greece, researching the fusion of <b>AIS ship tracking data</b> and <b>radar-based satellite imagery</b>, in cooperation with the <a href="https://bigdata.cs.dal.ca/">Institute for Big Data Analytics at Dalhousie University</a>.</p>
<p>In the fall of 2019, I completed an internship at the <a href="https://www.know-center.tugraz.at/en/">Know-Center research institute</a> in Graz, Austria, doing research into <b>Active Learning</b> and <b>an interactive feedback-driven network traffic dataset labelling tool</b>. I completed my <b>Bachelor of Computer Science with First Class Honours</b> at Dalhousie in August of 2020. For a year I did a combination of TA work and research work at Dalhousie under professors from my undergrad. In September of 2021, I began an <b>M.Sc. degree in Computer Science</b> at <a href="https://www.mcgill.ca/">McGill University</a>/<a href="https://mila.quebec/en/">MILA</a> in Montreal, under <a href="https://sivareddy.in/">Dr. Siva Reddy</a>. As of Sept. 2022, I'm also being co-supervised by <a href="https://rizar.github.io/">Dr. Dzmitry Bahdanau.</a></p>
</div>
<!-- ========== PUBLICATIONS ========== -->
<div class="docs-section" id="publications">
<h4>Publications</h4>
<p>Most recent publications on <a href="{{ site.data.main_info.google_scholar }}" target="_blank">Google Scholar</a>.<br/>
<sup>‡</sup> indicates equal contribution.
</p>
<ul class="tab-nav">
<li><div class="button active" data-ref="#papers-selected">Selected</div></li>
<li><div class="button" data-ref="#papers-all">All</div></li>
</ul>
<div class="tab-content">
<div class="tab-pane active" id="papers-selected">
{% assign selected_papers = site.data.publications.papers | where: "selected", "y" %}
{% for paper in selected_papers %}
<div class="paper">
<p class="title"><b>{{ paper.title }}</b></p>
<p>{{ paper.authors }}</p>
<p><i>{{ paper.venue }}</i></p>
<div class="paper-buttons">
{% if paper.paper_pdf %}
<a class="button" href="{{ paper.paper_pdf | prepend: site.baseurl }}" target="_blank">Paper</a>
{% endif %}
{% if paper.slides %}
<a class="button" href="{{ paper.slides | prepend: site.baseurl }}" target="_blank">Slides</a>
{% endif %}
{% if paper.poster %}
<a class="button" href="{{ paper.poster | prepend: site.baseurl }}" target="_blank">Poster</a>
{% endif %}
{% if paper.video %}
<a class="button" href="{{ paper.video }}" target="_blank">Video</a>
{% endif %}
{% if paper.code %}
<a class="button" href="{{ paper.code }}" target="_blank">Code</a>
{% endif %}
{% if paper.data %}
<a class="button" href="{{ paper.data }}" target="_blank">Data</a>
{% endif %}
</div>
</div>
{% endfor %}
</div>
<div class="tab-pane" id="papers-all">
{% for paper in site.data.publications.papers %}
<div class="paper">
<p class="title"><b>{{ paper.title }}</b></p>
<p>{{ paper.authors }}</p>
<p><i>{{ paper.venue }}</i></p>
<div class="paper-buttons">
{% if paper.paper_pdf %}
<a class="button" href="{{ paper.paper_pdf | prepend: site.baseurl }}" target="_blank">Paper</a>
{% endif %}
{% if paper.slides %}
<a class="button" href="{{ paper.slides | prepend: site.baseurl }}" target="_blank">Slides</a>
{% endif %}
{% if paper.poster %}
<a class="button" href="{{ paper.poster | prepend: site.baseurl }}" target="_blank">Poster</a>
{% endif %}
{% if paper.video %}
<a class="button" href="{{ paper.video }}" target="_blank">Video</a>
{% endif %}
{% if paper.code %}
<a class="button" href="{{ paper.code }}" target="_blank">Code</a>
{% endif %}
{% if paper.data %}
<a class="button" href="{{ paper.data }}" target="_blank">Data</a>
{% endif %}
</div>
</div>
{% endfor %}
</div>
</div>
</div>
<!-- ========== PROJECTS ==========
<div class="docs-section" id="projects">
<h4>Projects</h4>
<ul class="tab-nav">
<li><div class="button active" data-ref="#projects-selected">Selected</div></li>
<li><div class="button" data-ref="#projects-all">All</div></li>
</ul>
<div class="tab-content">
<div class="tab-pane active" id="projects-selected">
{% assign selected_projects = site.data.projects.projects | where: "selected", "y" %}
{% for project in selected_projects %}
{% assign index_modulo = forloop.index0 | modulo:3 %}
{% if index_modulo == 0 %}
<div class="row">
{% endif %}
<div class="four columns">
<div class="project-container">
<div class="project-image-container">
<a href="{{ project.url }}">
<img src="{{ project.thumbnail }}" class="u-max-full-width" />
</a>
</div>
<div class="project-caption">
<b>{{ project.title }}</b> <br/>
{{ project.subtitle }}
</div>
</div>
</div>
{% if index_modulo == 2 %}
</div>
{% endif %}
{% endfor %}
</div>
<div class="tab-pane" id="projects-all">
{% for project in site.data.projects.projects %}
{% assign index_modulo = forloop.index0 | modulo:3 %}
{% if index_modulo == 0 %}
<div class="row">
{% endif %}
<div class="four columns">
<div class="project-container">
<div class="project-image-container">
<a href="{{ project.url }}">
<img src="{{ project.thumbnail }}" class="u-max-full-width" />
</a>
</div>
<div class="project-caption">
<b>{{ project.title }}</b> <br/>
{{ project.subtitle }}
</div>
</div>
</div>
{% if index_modulo == 2 %}
</div>
{% endif %}
{% endfor %}
</div>
</div>
</div>
-->
<!-- ========== RESUME ========== -->
<div class="docs-section" id="resume">
<h4>Timeline</h4>
<p><a href="/resume.html" target="_blank">Full resume linked here</a>.</p>
<!-- The Timeline -->
<ul class="timeline">
{% for exp in site.data.experience.experiences %}
<li>
{% if exp.category == "work" %}
<div class="direction-l">
{% else %}
<div class="direction-r">
{% endif %}
<div class="flag-wrapper">
<span class="flag">{{ exp.place }}</span>
<span class="time-wrapper"><span class="time">{{ exp.time }}</span></span>
</div>
<div class="desc"><b>{{ exp.title }}</b> <br/> {{ exp.subtitle }}</div>
</div>
</li>
{% endfor %}
</ul>
</div>
<div class="docs-section" id="template">
The excellent template for this website was created by <a href="https://web.stanford.edu/~msaveski/">Martin Saveski</a>. Click on his name to learn more.
</div>