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<!DOCTYPE html>
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<head>
<title>My Resume</title>
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<img class="avatar" src="/ajaspan-cv/assets/images/profile.png" alt="profile picture" />
<h1 class="name">Dr. Adam Jaspan</h1>
<h3 class="tagline">Data Scientist</h3>
</div><!--//profile-container-->
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<a href="https://researchgate.net/profile/Adam-Jaspan-2" target="_blank">Adam-Jaspan</a>
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</center>
<div class="education-container container-block">
<h2 class="container-block-title">
Education
</h2>
<div class="item">
<h4 class="degree">PhD in Particle-physics</h4>
<h5 class="meta">University of Liverpool</h5>
<div class="time">2017 - 2021</div>
</div><!--//item-->
<div class="item">
<h4 class="degree">MPhys in Physics (1st)</h4>
<h5 class="meta">University of Liverpool</h5>
<div class="time">2013 - 2017</div>
</div><!--//item-->
</div><!--//education-container-->
<div class="proficiencies-container container-block">
<h2 class="container-block-title">
Proficiencies
</h2>
<ul class="list-unstyled proficiencies-list">
<li>Advanced Statistics [10 years] (Machine learning, likelihood testing, Bayesian inference, forecasting)</li>
<li>Computer Vision [5 years]</li>
<li>Natural Language Processing [3 years]</li>
<li>Time series analysis [2 years]</li>
</ul>
</div><!--//proficiencies-->
<div class="stack-container container-block">
<h2 class="container-block-title">
Tech Stack
</h2>
<ul class="list-unstyled stack-list">
<li>Python [10+ years] (PyTorch, scikit-learn, YOLO, OpenCV, spaCy, pandas, numpy, matplotlib, plotly)</li>
<li>Git [10+ years]</li>
<li>Docker [7+ years]</li>
<li>Azure [3 year] (AzureML, Databricks, Cognitive Services, DevOps)</li>
<li>C++ [3 years]</li>
<li>CSS, HTML [< 1 year]</li>
<li>SQL [<1 year]</li>
<li>R [<1 year]</li>
<li>Java [<1 year]</li>
</ul>
</div><!--//stack-->
<div class="interests-container container-block">
<h2 class="container-block-title">
Interests
</h2>
<ul class="list-unstyled interests-list">
<li>Technology, politics, current affairs, economics, music, skiing, climbing, running, cycling, hiking</li>
</ul>
</div><!--//interests-->
<div class="references-container container-block">
<h2 class="container-block-title">
References
</h2>
<ul class="list-unstyled interests-list">
Available on request.
</ul>
</div><!--//interests-->
</div><!--//sidebar-wrapper-->
<div class="main-wrapper">
<section class="section summary-section">
<h2 class="section-title">
<span class="fa-stack fa-xs">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fas fa-user fa-stack-1x fa-inverse"></i>
</span>
Career Profile
</h2>
<div class="summary">
<p>I attained my Doctorate researching high energy particle physics at the University of Liverpool,
in association with the ATLAS experiment at CERN, Geneva. I then designed and deployed solutions
to leverage unstructured data using deep learning techniques while at Elastacloud. At DYWIDAG, among
other things, I developed and published Bayesian timeseries forecasting models for geotechnical
monitoring, presenting my results at GAMM 2023. Beyond this, my interests lie in
economics and politics, and running. When I am not working, I am either developing my own projects,
or training for ultra marathons.</p>
</div><!--//summary-->
</section><!--//section-->
<section class="section experiences-section">
<h2 class="section-title">
<span class="fa-stack fa-xs">
<i class="fas fa-circle fa-stack-2x"></i>
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Experiences
</h2>
<div class="item">
<div class="meta">
<div class="upper-row">
<h3 class="job-title">Machine Learning Engineer</h3>
<div class="time">2024 - Present</div>
</div><!--//upper-row-->
<div class="company">PwC, 
<div class="location"> London</div>
</div>
</div><!--//meta-->
<div class="details">
<ul>
<li>Technical lead on PwC’s RAG and fine-tuning research projects.</li>
<li>Lead architect on PwC’s LLM Validation library.</li>
<li>Technical mentoring to new developers.</li>
</ul>
</div><!--//details-->
</div><!--//item-->
<div class="item">
<div class="meta">
<div class="upper-row">
<h3 class="job-title">Data Scientist</h3>
<div class="time">2022 - Present</div>
</div><!--//upper-row-->
<div class="company">DYWIDAG, 
<div class="location"> London</div>
</div>
</div><!--//meta-->
<div class="details">
<ul>
<li>Deployed time series forecasting techniques for geotechnical monitoring data.</li>
<li>Published research on Bayesian forecasting methods at GAMM 2023.</li>
<li>Defect detection and localization in large image datasets using deep learning.</li>
</ul>
</div><!--//details-->
</div><!--//item-->
<div class="item">
<div class="meta">
<div class="upper-row">
<h3 class="job-title">Data Scientist</h3>
<div class="time">2021 - 2022</div>
</div><!--//upper-row-->
<div class="company">Elastacloud, 
<div class="location"> London</div>
</div>
</div><!--//meta-->
<div class="details">
<ul>
<li>Designed a CNN pipeline in the YOLO framework to index unstructured data.</li>
<li>Developed a topic clustering pipeline using embedding methods.</li>
<li>Provided mentorship and guidance to new developers, enabling continuous learning and collaboration.</li>
</ul>
</div><!--//details-->
</div><!--//item-->
<div class="item">
<div class="meta">
<div class="upper-row">
<h3 class="job-title">Postgraduate Researcher</h3>
<div class="time">2017 - 2021</div>
</div><!--//upper-row-->
<div class="company">University of Liverpool, 
<div class="location"> Liverpool</div>
</div>
</div><!--//meta-->
<div class="details">
<ul>
<li>Published in the Journal of High Energy Physics (JHEP) on a search for novel BSM physics.</li>
<li>Implemented signal identification techniques via deep learning.</li>
<li>Presented my research at national conferences to both technical and non technical audiences.</li>
</ul>
</div><!--//details-->
</div><!--//item-->
<div class="item">
<div class="meta">
<div class="upper-row">
<h3 class="job-title">Postgraduate Researcher (Secondment)</h3>
<div class="time">2018 - 2019</div>
</div><!--//upper-row-->
<div class="company">University of Liverpool, 
<div class="location"> Liverpool</div>
</div>
</div><!--//meta-->
<div class="details">
<ul>
<li>Developed a vibrational isolation platform used in the Liverpool Laser Cold Atom Interferometry experiment.</li>
</ul>
</div><!--//details-->
</div><!--//item-->
<div class="item">
<div class="meta">
<div class="upper-row">
<h3 class="job-title">R&D Internship</h3>
<div class="time">May - Sept 2015</div>
</div><!--//upper-row-->
<div class="company">Cavendish Laboratories, 
<div class="location"> Nottingham</div>
</div>
</div><!--//meta-->
<div class="details">
<ul>
<li>Developed and stress-tested 3D models of surgical implants for use in scoliosis (spinal curvature) surgery.</li>
</ul>
</div><!--//details-->
</div><!--//item-->
</section><!--//section-->
<section class="section projects-section">
<h2 class="section-title">
<span class="fa-stack fa-xs">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fas fa-archive fa-stack-1x fa-inverse"></i>
</span>
Projects
</h2>
<div class="item">
<span class="project-title">
<a href="https://aejaspan.github.io/posts/2023-11-05-Election%20Forecasting" target="_blank">Election Forecasting</a>
</span>
- <span class="project-tagline">Developed a Hierarchical Bayesian model to forecast election results in a fictional country, resembling the UK's first-past-the-post electoral system.Employing a "polls plus" model that combines political polling data with fundamentals.</span>
</div><!--//item-->
</section><!--//section-->
<section class="section publications-section">
<h2 class="section-title">
<span class="fa-stack fa-xs">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fas fa-file-alt fa-stack-1x fa-inverse"></i>
</span>
Publications
</h2>
<div class="item">
<li><a href="https://arxiv.org/abs/2307.00305">Applied Bayesian Structural Health Monitoring: inclinometer data anomaly detection and forecasting</a></li>
<div class="publication-authors">David K. E. Green, Adam Jaspan</div>
<div class="publication-conference"></div>
</div><!--//item-->
<div class="item">
<li><a href="https://link.springer.com/article/10.1007/JHEP06(2023)188">Search for pair-produced scalar and vector leptoquarks decaying into third-generation quarks and first- or second-generation leptons in pp collisions with the ATLAS detector</a></li>
<div class="publication-authors">The ATLAS collaboration</div>
<div class="publication-conference"></div>
</div><!--//item-->
<div class="item">
<li><a href="https://link.springer.com/article/10.1007/JHEP10(2020)112">Search for pairs of scalar leptoquarks decaying into quarks and electrons or muons in √s = 13 TeV pp collisions with the ATLAS detector, (2020), arXiv: 2006.05872 [hep-ex]</a></li>
<div class="publication-authors">The ATLAS collaboration</div>
<div class="publication-conference"></div>
</div><!--//item-->
<div class="item">
<li><a href="https://cds.cern.ch/record/2692863">Implementation of merged multi-leg tt ̄ samples at NLO accuracy using Matchbox framework in Herwig 7, tech. rep. ATL-COM-PHYS-2019-1300, CERN, 2019</a></li>
<div class="publication-authors">Adam Elliott Jaspan</div>
<div class="publication-conference"></div>
</div><!--//item-->
</section><!--//section-->
</div>
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