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@leo-kra
leo-kra committed Oct 27, 2023
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -14,7 +14,7 @@ Welcome to my website hosted on GitHub: [leo-kra.github.io](https://leo-kra.gith
Contact form: [formspree.io](https://formspree.io/)


Icons: [fonrawesome.com](https://fontawesome.com/)
Icons: [fontawesome.com](https://fontawesome.com/)

## Template

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Expand Up @@ -1665,6 +1665,13 @@ input, select, textarea {
width: auto;
}

#image-matrix {
display: block;
margin-left: auto;
margin-right: auto;
width: 75%;
}

/* Button */

input[type="button"],
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32 changes: 32 additions & 0 deletions images/projects/mm-logo.svg
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73 changes: 46 additions & 27 deletions index.html
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Expand Up @@ -25,7 +25,8 @@
<li><a href="#top">Top</a></li>
<li><a href="#work">Highlights</a></li>
<li><a href="#portfolio">Projects</a></li>
<li><a href="resume.html" target="_blank">Resume</a></li>
<li><a href="https://github.com/leo-kra/leo-kra.github.io" target="_blank">GitHub Repository</a></li>
<li><a href="./files/Resume-Leo-Kravtchin.pdf" target="_blank">Resume</a></li>
<li><a href="#contact">Contact</a></li>
</ul>
</nav>
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<header>
<h1>Hi, I'm <strong>Leo</strong>!</h1>
</header>
<p>I recently completed the fourth year of my Master of Informatics (MInf Hons.) degree at the University of Edinburgh.
I am now working as a Business Intelligence Engineer intern at Amazon in London.</p>
<p>I recently completed the fourth year of my integrated <a href="http://www.drps.ed.ac.uk/23-24/dpt/utinfmt.htm" target="_blank">Master of Informatics</a> (MInf Hons.) degree at the University of Edinburgh,
after successfully completing my first undergraduate <a href="https://www.researchgate.net/publication/374778432_Detecting_Long-Term_Deviation_and_External_Factors_Correlations_in_Activities_of_Daily_Living_Based_on_Sensor_Data" target="_blank">thesis</a>.
This makes me eligible to graduate with a BSc Hons. degree in Artificial Intelligence and Computer Science.
<br> I am now working as a Business Intelligence Engineer intern at Amazon EU Sarl in London, for which I have taken an Autherised Interruption of Study, postponing my graduation to May 2025.</p>
<br>
<a href="#work" class="button large scrolly">Highlights</a>
<!-- <a href="#portfolio" class="button large scrolly">Projects</a>-->
<a href="resume.html" target="_blank" class="button right">My resume</a>
<!-- <a href="https://drive.google.com/file/d/1gJvmoyo8aj9CLbGftFc3Vw5dUNDbOp2r/view?usp=sharing" target="_blank" class="button right">Resume</a>-->
<a href="./files/Resume-Leo-Kravtchin.pdf" target="_blank" class="button right">Resume</a>
</div>
</div>
</div>
Expand All @@ -59,23 +61,21 @@ <h1>Hi, I'm <strong>Leo</strong>!</h1>
<header>
<h2>Here are some of my recent highlights</h2>
<!-- <p>Most of my projects are university or work related.</p>-->
<br>
</header>
<br>
<div class="row aln-center">
<div class="col-4 col-6-medium col-12-small">
<section class="box style1">
<span class="fa-solid fa-graduation-cap fa-5x"></span>
<h3>BSc thesis and degree</h3>
<p>Published my undergraduate thesis and completed the BSc Hons part of my 5-year integrated masters degree</p>
<!-- <p>Two recently worked-on projects are <a href="https://github.com/lekraUoE/MetroMarkets-Slack-Bot", target="_blank">this Slack bot</a> for automated query results -->
<!-- and <a href="https://www.liedfestival-kassel.de/", target="_blank">the Liedfestival Kassel website</a>.</p> -->
<p>Published my undergraduate thesis and completed the BSc Hons part of my 5-year integrated masters degree.</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box style1">
<span class="fa-solid fa-briefcase fa-5x"></span>
<h3>Amazon Internship</h3>
<p>Working as a Business Intelligence Engineer intern in the Supply Chain Execution Department at the London office</p>
<p>Working as a Business Intelligence Engineer intern in the Supply Chain Execution Department at the London office.</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
Expand All @@ -99,6 +99,7 @@ <h3>University courseworks</h3>
<div class="container">
<header>
<h2>Examples of recent projects and accomplishments</h2>
<p>Due to school policies, all university coursework sourcecode repositories must remain private</p>
</header>
<br>
<div class="row">
Expand All @@ -107,46 +108,64 @@ <h2>Examples of recent projects and accomplishments</h2>
<a href="https://www.researchgate.net/publication/374778432_Detecting_Long-Term_Deviation_and_External_Factors_Correlations_in_Activities_of_Daily_Living_Based_on_Sensor_Data" target="_blank"
class="image featured"><img src="./images/projects/thesis-2.png" alt="Thesis result example" /></a>
<h3><a href="https://www.researchgate.net/publication/374778432_Detecting_Long-Term_Deviation_and_External_Factors_Correlations_in_Activities_of_Daily_Living_Based_on_Sensor_Data" target="_blank">BSc Thesis</a></h3>
<p><i>Detecting Long-Term Deviation and External Factors Correlations in Activities of Daily Living Based on Sensor Data</i>, supervised by Dr Jacques Fleuriot. Using machine learning and deep learning techniques for human activity recognition, clustering, and process mining based on big sensor data.</p>
<p>
<i>Detecting Long-Term Deviation and External Factors Correlations in Activities of Daily Living Based on Sensor Data</i>, supervised by Dr Jacques Fleuriot. Using machine learning and deep learning techniques for human activity recognition over years of sensor data (82% overall accuracy), clustering, process mining, and activity forecasting.
<br>
<i>Python, TensorFlow, Scikit-Learn, PM4Py, Prophet, NeuralProphet, Git</i>
</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://podcastsdataset.byspotify.com/" target="_blank" class="image featured"><img src="./images/projects/snippet.png" alt="Snippet homepage" /></a>
<h3><a href="https://podcastsdataset.byspotify.com/" target="_blank">Snippet</a></h3>
<p>In a group of six, we developed an end-to-end search engine for 10m Spotify podcast transcript snippets, enabling the user to listen to small extracts of podcasts instead of the full length. Features include ranked information retrieval, semantic search, and topic modelling.
<h3><a href="https://podcastsdataset.byspotify.com/" target="_blank">Snippet.</a></h3>
<p>
In a team of six, we developed a full-stack web search engine for 10m Spotify podcast transcript snippets, enabling the user to listen to only the parts of podcasts they are interested in. Features include ranked information retrieval, semantic search, topic modelling, query expansion, and CI/CD using Jenkins via a shared repository.
<br>
<i>Python, Flask, React, PostgreSQL, MongoDB, Docker, Google Cloud, Jenkins, Git</i>
</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
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<a href="https://aiml.inf.ed.ac.uk/event/detecting-long-term-deviation-in-activities-of-daily-living-based-on-sensor-data/" target="_blank" class="image featured"><img src="./images/projects/aiml.jpeg" alt="" /></a>
<h3><a href="https://aiml.inf.ed.ac.uk/event/detecting-long-term-deviation-in-activities-of-daily-living-based-on-sensor-data/" target="_blank">AI Modelling Lab</a></h3>
<p>I am a member of the AIML lab, an Artificial Intelligence and Machine Learning research group at the University of Edinburgh <a href="https://web.inf.ed.ac.uk/aiai" target="_blank">AIAI institute</a>. I held two talks about my dissertation's research goals and concluded findings before my viva.</p>
<a href="https://github.com/specknet/pdiot-practical" target="_blank" class="image featured"><img src="./images/projects/recognised-3.jpeg" alt="Confusion Matrix" id="image-matrix" /></a>
<h3><a href="https://github.com/specknet/pdiot-practical" target="_blank">RecognisED</a></h3>
<p>
We developed a full-stack mobile app for real-time human activity recognition from wearable sensors in a team of three. We used deep learning to achieve classification accuracies of 94% for 4 activity subsets and 72% for 14 different activities. The app shows the classified activity, step count, and stores historical user data using Firebase.
<br>
<i>Python, TensorFlow, Keras, Scikit-Learn, Java, Kotlin, Firebase, Git</i>
</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://dodpod.webflow.io/" target="_blank" class="image featured"><img src="./images/projects/snippet.png" alt="Spotify podcasts logo
" /></a>
<h3><a href="https://dodpod.webflow.io/" target="_blank">Snippet.</a></h3>
<p>[still in development] A group-developed search engine for Spotify podcasts, as part of the "Text Technologies for Data Science" course in fourth year.
Based on <a hre`f="https://podcastdataset.byspotify.com/" target="_blank">this dataset</a>.
<a href="https://aiml.inf.ed.ac.uk/event/detecting-long-term-deviation-in-activities-of-daily-living-based-on-sensor-data/" target="_blank" class="image featured"><img src="./images/projects/aiml.jpeg" alt="AIML Group"/></a>
<h3><a href="https://aiml.inf.ed.ac.uk/event/detecting-long-term-deviation-in-activities-of-daily-living-based-on-sensor-data/" target="_blank">AIML Research Talks</a></h3>
<p>
I am a member of the <a href="https://aiml.inf.ed.ac.uk/" target="_blank">AIML</a> lab, an Artificial Intelligence and Machine Learning research group at the University of Edinburgh <a href="https://web.inf.ed.ac.uk/aiai" target="_blank">AIAI</a> institute. I held two talks about my dissertation's research goals and concluded findings before my viva.
</p>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://www.liedfestival-kassel.de/" target="_blank" class="image featured"><img src="./images/pic02.jpg" alt="" /></a>
<h3><a href="https://www.liedfestival-kassel.de/" target="_blank">Liedfestival Kassel 2023</a></h3>
<p>I have been designing and developing this website for the yearly-occuring classical music festival. Previous versions are linked on my LinkedIn.</p>
<a href="https://www.metro-markets.de/" target="_blank" class="image featured"><img src="./images/projects/mm-logo.svg" alt="Metro Markets" /></a>
<h3><a href="https://www.metro-markets.de/" target="_blank">Internship Projects</a></h3>
<ul>
<li>• Created a Slack Bot for hourly production data insights using JavaScript, MySQL, and hosted on Google Cloud Kubernetes.</li>
<li>• Set up a data pipeline for performance analysis of internal systems based on complex read & write MySQL queries.</li>
<li>• Designed and developed the <a href="https://www.liedfestival-kassel.de/" target="_blank">Liedfestival Kassel</a> website. Including a ticket booking system with seat reservations, email confirmations, and a database setup.</li>
</ul>
</article>
</div>
<div class="col-4 col-6-medium col-12-small">
<article class="box style2">
<a href="https://aiml.inf.ed.ac.uk/event/detecting-long-term-deviation-in-activities-of-daily-living-based-on-sensor-data/" target="_blank" class="image featured"><img src="./images/projects/aiml.jpeg" alt="" /></a>
<h3><a href="https://aiml.inf.ed.ac.uk/event/detecting-long-term-deviation-in-activities-of-daily-living-based-on-sensor-data/" target="_blank">AI Modelling Lab Presentations</a></h3>
<p>I am part of the AIML lab, an Artificial Intelligence and Machine Learning research lab consisting of my supervisor and his phD students in the <a href="https://web.inf.ed.ac.uk/aiai" target="_blank">AIAI postdoc institute</a>.</p>
<a href="https://github.com/leo-kra/leo-kra.github.io" target="_blank" class="image featured"><img src="./images/projects/github.jpg" alt="GitHub logo" /></a>
<h3><a href="https://github.com/leo-kra/leo-kra.github.io" target="_blank">Personal Website</a></h3>
<p>
This website is fully open-source and built using HTML, CSS, SASS, JavaScript, and jQuery.
It is based on an <a href="https://html5up.net/miniport" target="_blank">HTML5 UP</a> template and utilises <a href="https://formspree.io/" target="_blank">formspree.io</a> for the contact form and <a href="https://fontawesome.com/icons" target="_blank">fontawesome.com</a> for some used icons.
More features coming soon..
</p>
</article>
</div>
</div>
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