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HTTP/1.1 200 OKAccept-Ranges: bytesAge: 0Cache-Control: public,max-age0,must-revalidateCache-Status: Netlify Edge; fwdmissContent-Length: 27861Content-Type: text/html; charsetUTF-8Date: Wed, 26 Nov 2025 01:45:21 GMTEtag: 85949673108e9e3e248fd77b29bb81f2-sslPermissions-Policy: accelerometer(), camera(), geolocation(), gyroscope(), magnetometer(), microphone(), payment(), usb()Referrer-Policy: strict-origin-when-cross-originServer: NetlifyStrict-Transport-Security: max-age31536000; includeSubDomainsX-Content-Type-Options: nosniffX-Frame-Options: DENYX-Nf-Request-Id: 01KAYXCB0FX5PKABXZKVQDCVZ0X-Xss-Protection: 1; modeblock !doctype html>html langen-us>head>meta charsetutf-8>meta nameviewport contentwidthdevice-width,initial-scale1>meta http-equivx-ua-compatible contentIEedge>meta namegenerator contentWowchemy 5.5.0 for Hugo>link relpreconnect hrefhttps://fonts.gstatic.com crossorigin>link relpreload asstyle 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data-target#navbar-main classpage-wrapper>script src/js/wowchemy-init.min.2ed908358299dd7ab553faae685c746c.js>/script>aside classsearch-modal idsearch>div classcontainer>section classsearch-header>div classrow no-gutters justify-content-between mb-3>div classcol-6>h1>Search/h1>/div>div classcol-6 col-search-close>a classjs-search href# aria-labelClose>i classfas fa-times-circle text-muted aria-hiddentrue>/i>/a>/div>/div>div idsearch-box>input nameq idsearch-query placeholderSearch... autocapitalizeoff autocompleteoff autocorrectoff spellcheckfalse typesearch classform-control aria-labelSearch...>/div>/section>section classsection-search-results>div idsearch-hits>/div>/section>/div>/aside>div classpage-header>header classheader--fixed>nav classnavbar navbar-expand-lg navbar-light compensate-for-scrollbar idnavbar-main>div classcontainer-xl>div classd-none d-lg-inline-flex>a classnavbar-brand href/>/a>/div>button typebutton classnavbar-toggler data-togglecollapse data-target#navbar-content aria-controlsnavbar-content aria-expandedfalse aria-labelToggle navigation>span>i classfas fa-bars>/i>/span>/button>div classnavbar-brand-mobile-wrapper d-inline-flex d-lg-none>a classnavbar-brand href/>/a>/div>div classnavbar-collapse main-menu-item collapse justify-content-start idnavbar-content>ul classnavbar-nav d-md-inline-flex>li classnav-item>a classnav-link href/#about data-target#about>span>Home/span>/a>/li>li classnav-item>a classnav-link href/#experience data-target#experience>span>Experience/span>/a>/li>li classnav-item>a classnav-link href/#skills data-target#skills>span>Skills/span>/a>/li>li classnav-item>a classnav-link href/#accomplishments data-target#accomplishments>span>Accomplishments/span>/a>/li>li classnav-item>a classnav-link href/uploads/resume.pdf>span>CV/span>/a>/li>li classnav-item>a classnav-link href/#contact data-target#contact>span>Contact/span>/a>/li>/ul>/div>ul classnav-icons navbar-nav flex-row ml-auto d-flex pl-md-2>li classnav-item>a classnav-link js-search href# aria-labelSearch>i classfas fa-search aria-hiddentrue>/i>/a>/li>li classnav-item dropdown theme-dropdown>a href# classnav-link data-toggledropdown aria-haspopuptrue aria-labelDisplay preferences>i classfas fa-moon aria-hiddentrue>/i>/a>div classdropdown-menu>a href# classdropdown-item js-set-theme-light>span>Light/span>/a>a href# classdropdown-item js-set-theme-dark>span>Dark/span>/a>a href# classdropdown-item js-set-theme-auto>span>Automatic/span>/a>/div>/li>/ul>/div>/nav>/header>/div>div classpage-body>span classjs-widget-page d-none>/span>section idabout classhome-section wg-about>div classhome-section-bg>/div>div classcontainer>div classrow>div classcol-12 col-lg-4>div idprofile>img classavatar avatar-circle width270 height270 src/authors/admin/avatar_huf324ff22a1640437b6cff6b4116a38c1_4427567_270x270_fill_q75_lanczos_center.jpg altAgamemnon Krasoulis>div classportrait-title>h2>Agamemnon Krasoulis/h2>h3>Machine Learning Scientist/h3>/div>ul classnetwork-icon aria-hiddentrue>li>a hrefmailto:agamemnon.krasoulis@gmail.com aria-labelenvelope>i classfas fa-envelope big-icon>/i>/a>/li>li>a hrefhttps://scholar.google.com/citations?userPPBr9SEAAAAJ&hlen target_blank relnoopener aria-labelgraduation-cap>i classfas fa-graduation-cap big-icon>/i>/a>/li>li>a hrefhttps://github.com/agamemnonc target_blank relnoopener aria-labelgithub>i classfab fa-github big-icon>/i>/a>/li>li>a hrefhttps://www.linkedin.com/in/agamemnon-krasoulis?originalSubdomaingr target_blank relnoopener aria-labellinkedin>i classfab fa-linkedin big-icon>/i>/a>/li>/ul>/div>/div>div classcol-12 col-lg-8>h1>Summary/h1>div classarticle-style>p>Agamemnon Krasoulis is a Machine Learning Scientist with over 10 years of experience in academic and industrial positions. His work is inspired by the potential of data and technology to improve people’s lives. He develops machine learning algorithms for biomedical and healthcare applications including in-silicodrug discovery, brain-machine interfaces, upper-limb prosthetics and cochlear implants./p>p>i classfas fa-download pr-1 fa-fw>/i> Download my a href/uploads/resume.pdf target_blank>CV/a>./p>/div>div classrow>div classcol-md-5>div classsection-subheading>Interests/div>ul classul-interests mb-0>li>Machine Learning/li>li>Signal Processing/li>li>Biomedical & Neural Engineering/li>li>Computational Chemistry & Biology/li>li>Computational Neuroscience & Neuroinformatics/li>/ul>/div>div classcol-md-7>div classsection-subheading>Education/div>ul classul-edu fa-ul mb-0>li>i classfa-li fas fa-graduation-cap>/i>div classdescription>p classcourse>PhD in Neuroinformatics, 2018/p>p classinstitution>University of Edinburgh/p>/div>/li>li>i classfa-li fas fa-graduation-cap>/i>div classdescription>p classcourse>MRes (Distinction) in Computational Neuroscience & Neuroinformatics, 2013/p>p classinstitution>University of Edinburgh/p>/div>/li>li>i classfa-li fas fa-graduation-cap>/i>div classdescription>p classcourse>MEng. Electrical and Computer Engineering, 2010/p>p classinstitution>University of Patras/p>/div>/li>/ul>/div>/div>/div>/div>/div>/section>section idexperience classhome-section wg-experience>div classhome-section-bg>/div>div classcontainer>div classrow>div classsection-heading col-12 col-lg-4 mb-3 mb-lg-0 d-flex flex-column align-items-center align-items-lg-start>h1 classmb-0>Experience/h1>/div>div classcol-12 col-lg-8>div classrow experience>div classcol-auto text-center flex-column d-none d-sm-flex>div classrow h-50>div classcol> /div>div classcol> /div>/div>div classm-2>span classbadge badge-pill border exp-fill> /span>/div>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>/div>div classcol py-2>div classcard>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://www.intelligencia.ai/ target_blank relnoopener>img src/media/icons/brands/intelligencia.svg width56px height56px altIntelligencia AI loadinglazy>/a>/div>div>div classsection-subheading card-title exp-title text-muted my-0>Senior Data Scientist - Bioinformatics/div>div classsection-subheading card-title exp-company text-muted my-0>a hrefhttps://www.intelligencia.ai/ target_blank relnoopener>Intelligencia AI/a>/div>div classtext-muted exp-meta>Dec 2023 –Presentspan classmiddot-divider>/span>span>Athens, Greece/span>/div>/div>/div>div classcard-text>p>Member of the data science and bioinformatics team.br>Responsibilities include:/p>ul>li>Integration of pre-clinical models into proprietary clinical outcome prediction platform/li>li>Lead developer of internal molecular property prediction and drug safety framework/li>li>Prediction of immunotherapy outcome prediction with single-cell gene expression data/li>/ul>/div>/div>/div>/div>/div>div classrow experience>div classcol-auto text-center flex-column d-none d-sm-flex>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>div classm-2>span classbadge badge-pill border> /span>/div>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>/div>div classcol py-2>div classcard>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://insilico.com/ target_blank relnoopener>img src/media/icons/brands/insilico.svg width56px height56px altInsilico Medicine loadinglazy>/a>/div>div>div classsection-subheading card-title exp-title text-muted my-0>Machine Learning Researcher/div>div classsection-subheading card-title exp-company text-muted my-0>a hrefhttps://insilico.com/ target_blank relnoopener>Insilico Medicine/a>/div>div classtext-muted exp-meta>Apr 2023 –Oct 2023span classmiddot-divider>/span>span>Remote/span>/div>/div>/div>div classcard-text>p>Member of the molecular property prediction team for Chemistry42 platform.br>Responsibilities include:/p>ul>li>ML research and experimentation (classical and deep learning)/li>li>Software development/li>li>Code reviewing/li>/ul>/div>/div>/div>/div>/div>div classrow experience>div classcol-auto text-center flex-column d-none d-sm-flex>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>div classm-2>span classbadge badge-pill border> /span>/div>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>/div>div classcol py-2>div classcard>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://deeplab.ai/ target_blank relnoopener>img src/media/icons/brands/deeplab.svg width56px height56px altDeeplab loadinglazy>/a>/div>div>div classsection-subheading card-title exp-title text-muted my-0>Senior Machine Learning Engineer/div>div classsection-subheading card-title exp-company text-muted my-0>a hrefhttps://deeplab.ai/ target_blank relnoopener>Deeplab/a>/div>div classtext-muted exp-meta>Jun 2020 –Nov 2022span classmiddot-divider>/span>span>Athens, Greece/span>/div>/div>/div>div classcard-text>p>Deep neural virtual screening (DENVIS) for early-stage drug discovery using graph neural networks./p>ul>li>R&D lead/li>li>Project management/li>li>Research intern supervision/li>li>Research and experimentation/li>li>Software development/li>li>Funding acquisition/li>li>Patent and publication writing/li>li>Presentations and engagement with external stakeholders/li>li>Set-up and organisation of deep learning reading group/li>/ul>p>br>br>EEG-based brain-computer interfacing (BCI) using deep neural networks./p>ul>li>R&D lead/li>li>Algo team engineering management (4 ML engineers)/li>li>Project management/li>li>Software design and architecture/li>li>Hiring/li>/ul>/div>/div>/div>/div>/div>div classrow experience>div classcol-auto text-center flex-column d-none d-sm-flex>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>div classm-2>span classbadge badge-pill border> /span>/div>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>/div>div classcol py-2>div classcard>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://www.ncl.ac.uk/engineering/research/electrical-electronic-engineering/intelligent-sensing-communication/intelligent-sensing/ target_blank relnoopener>img src/media/icons/brands/nu.svg width56px height56px altSchool of Engineering, University of Newcastle loadinglazy>/a>/div>div>div classsection-subheading card-title exp-title text-muted my-0>Research Associate (post-doctoral)/div>div classsection-subheading card-title exp-company text-muted my-0>a hrefhttps://www.ncl.ac.uk/engineering/research/electrical-electronic-engineering/intelligent-sensing-communication/intelligent-sensing/ target_blank relnoopener>School of Engineering, University of Newcastle/a>/div>div classtext-muted exp-meta>Apr 2018 –Apr 2020span classmiddot-divider>/span>span>Newcastle upon Tyne, UK/span>/div>/div>/div>div classcard-text>Machine and motor learning for upper-limb prosthetic control./div>/div>/div>/div>/div>div classrow experience>div classcol-auto text-center flex-column d-none d-sm-flex>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>div classm-2>span classbadge badge-pill border> /span>/div>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>/div>div classcol py-2>div classcard>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://web.inf.ed.ac.uk/lfcs target_blank relnoopener>img src/media/icons/brands/uoe.svg width56px height56px altSchool of Informatics, University of Edinburgh loadinglazy>/a>/div>div>div classsection-subheading card-title exp-title text-muted my-0>Research Associate (post-doctoral)/div>div classsection-subheading card-title exp-company text-muted my-0>a hrefhttps://web.inf.ed.ac.uk/lfcs target_blank relnoopener>School of Informatics, University of Edinburgh/a>/div>div classtext-muted exp-meta>Nov 2017 –Feb 2018span classmiddot-divider>/span>span>Edinburgh, UK/span>/div>/div>/div>div classcard-text>Deep learning for cryptography./div>/div>/div>/div>/div>div classrow experience>div classcol-auto text-center flex-column d-none d-sm-flex>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>div classm-2>span classbadge badge-pill border> /span>/div>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>/div>div classcol py-2>div classcard>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://www.ed.ac.uk/informatics target_blank relnoopener>img src/media/icons/brands/uoe.svg width56px height56px altSchool of Informatics, University of Edinburgh loadinglazy>/a>/div>div>div classsection-subheading card-title exp-title text-muted my-0>Teaching assistant/div>div classsection-subheading card-title exp-company text-muted my-0>a hrefhttps://www.ed.ac.uk/informatics target_blank relnoopener>School of Informatics, University of Edinburgh/a>/div>div classtext-muted exp-meta>Sep 2013 –Aug 2017span classmiddot-divider>/span>span>Edinburgh, UK/span>/div>/div>/div>div classcard-text>p>Courses:/p>ul>li>Machine Learning and Pattern Recognition/li>li>Probabilistic Modelling and Reasoning/li>li>Introductory Applied Machine Learning/li>li>Data Mining and Exploration/li>li>Neural Computation/li>/ul>/div>/div>/div>/div>/div>div classrow experience>div classcol-auto text-center flex-column d-none d-sm-flex>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>div classm-2>span classbadge badge-pill border> /span>/div>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>/div>div classcol py-2>div classcard>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://neuropolitics.sps.ed.ac.uk/ target_blank relnoopener>img src/media/icons/brands/uoe.svg width56px height56px altSchool of Social and Political Science, University of Edinburgh loadinglazy>/a>/div>div>div classsection-subheading card-title exp-title text-muted my-0>Software Engineer/div>div classsection-subheading card-title exp-company text-muted my-0>a hrefhttps://neuropolitics.sps.ed.ac.uk/ target_blank relnoopener>School of Social and Political Science, University of Edinburgh/a>/div>div classtext-muted exp-meta>Sep 2013 –Aug 2016span classmiddot-divider>/span>span>Edinburgh, UK/span>/div>/div>/div>div classcard-text>Experimental design and software development for fMRI experiments./div>/div>/div>/div>/div>div classrow experience>div classcol-auto text-center flex-column d-none d-sm-flex>div classrow h-50>div classcol border-right> /div>div classcol> /div>/div>div classm-2>span classbadge badge-pill border> /span>/div>div classrow h-50>div classcol> /div>div classcol> /div>/div>/div>div classcol py-2>div classcard>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://www.southampton.ac.uk/engineering/research/groups/signal-processing-audio-and-hearing-group.page target_blank relnoopener>img src/media/icons/brands/uos.svg width56px height56px altInstitute of Sound and Vibration Research, University of Southampton loadinglazy>/a>/div>div>div classsection-subheading card-title exp-title text-muted my-0>Research Assistant/div>div classsection-subheading card-title exp-company text-muted my-0>a hrefhttps://www.southampton.ac.uk/engineering/research/groups/signal-processing-audio-and-hearing-group.page target_blank relnoopener>Institute of Sound and Vibration Research, University of Southampton/a>/div>div classtext-muted exp-meta>Jan 2012 –Sep 2012span classmiddot-divider>/span>span>Southampton, UK/span>/div>/div>/div>div classcard-text>Development of ML algorithms for noise reduction and speech intelligibility enhancement for cochlear implants./div>/div>/div>/div>/div>/div>/div>/div>/section>section idskills classhome-section wg-featurette>div classhome-section-bg>/div>div classcontainer>div classrow featurette>div classcol-md-12 section-heading>h1>Skills/h1>/div>div classcol-12 col-sm-4>div classfeaturette-icon>i classfab fa-python>/i>/div>div classsection-subheading>Python/div>/div>div classcol-12 col-sm-4>div classfeaturette-icon>img src/media/icons/scipy.svg altscipy classsvg-icon svg-baseline loadinglazy>/div>div classsection-subheading>SciPy/div>/div>div classcol-12 col-sm-4>div classfeaturette-icon>img src/media/icons/pandas.svg altpandas classsvg-icon svg-baseline loadinglazy>/div>div classsection-subheading>pandas/div>/div>div classcol-12 col-sm-4>div classfeaturette-icon>img src/media/icons/pytorch.svg altpytorch classsvg-icon svg-baseline loadinglazy>/div>div classsection-subheading>PyTorch/div>/div>div classcol-12 col-sm-4>div classfeaturette-icon>img src/media/icons/tf.svg alttf classsvg-icon svg-baseline loadinglazy>/div>div classsection-subheading>TensorFlow/div>/div>div classcol-12 col-sm-4>div classfeaturette-icon>img src/media/icons/sklearn.svg altsklearn classsvg-icon svg-baseline loadinglazy>/div>div classsection-subheading>scikit-learn/div>/div>div classcol-12 col-sm-4>div classfeaturette-icon>img src/media/icons/jupyter.svg altjupyter classsvg-icon svg-baseline loadinglazy>/div>div classsection-subheading>JupyterHub/div>/div>div classcol-12 col-sm-4>div classfeaturette-icon>img src/media/icons/docker.svg altdocker classsvg-icon svg-baseline loadinglazy>/div>div classsection-subheading>Docker/div>/div>div classcol-12 col-sm-4>div classfeaturette-icon>img src/media/icons/gcp.svg altgcp classsvg-icon svg-baseline loadinglazy>/div>div classsection-subheading>Google Cloud Platform/div>/div>/div>/div>/section>section idaccomplishments classhome-section wg-accomplishments>div classhome-section-bg>/div>div classcontainer>div classrow>div classsection-heading col-12 col-lg-4 mb-3 mb-lg-0 d-flex flex-column align-items-center align-items-lg-start>h1 classmb-0>Accomplishments/h1>/div>div classcol-12 col-lg-8>div classcard experience course>div classcard-body>div classd-flex align-content-start>div classmr-2 mb-2>a hrefhttps://www.coursera.org target_blank relnoopener>img 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