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---
layout: page0
title: h-rm_merkle-tan
permalink: /
---
<!-- Slider Start -->
<section id="slider">
<div class="container">
<div class="row">
<div class="col-md-10 col-md-offset-2">
<div class="block">
<!--<<<<<<< HEAD-->
<!-- <h1 class="animated fadeInUp"> Heng-Ru May </h1>
<p class="animated fadeInUp">DATA | NEURO- SCIENTIST</p>
-->
<h1 class="animated fadeInUp"> Heng-Ru May Merkle-Tan </h1>
<p class="animated fadeInUp">Applied ML | DATA SCIENTIST</p>
<!--<<<<<<< HEAD-->
<!-- =======
<h1 class="animated fadeInUp">A DIGITAL MARKETING & <br> DESIGN AGENCY</h1>
<p class="animated fadeInUp">We love the Web and the work we do. We work closely with our clients to deliver the best possible solutions for their needs</p>
->
>>>>>>> <!-- luminousrubyist/master -->
</div>
</div>
</div>
</div>
</section>
<!-- Wrapper Start -->
<section id="intro">
<div class="container">
<div class="row">
<div class="col-sm-12 col-md-5 ">
<div class="block">
<br>
<br>
<!-- <img src="img/wrapper-img.png" alt="About_img">
<img src="img/cycle_manhattanbridge.jpg" alt="About_img"> -->
<a name="About">
<img src="img/thundra_hillwalk.jpg" alt="About_img">
</a>
</div>
</div><!-- .col-md-5 close -->
<div class="col-sm-12 col-md-7">
<div class="block">
<div class="section-title">
<h2>About</h2>
<!-- p>Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts.
Separated they live in Bookmarksgrove right at the coast of the Semantics</p -->
<p>
An explorer at heart,
growing up and living in Singapore, Germany, the UK, and the USA
have shaped the way I view the world and the experiences I seek.
When not coding, modeling data or styling pixels, you can find me hillwalking,
riding my vintage bicycle or discovering new places to enjoy a cuppa.
</p>
</div>
<p>
May trained as a neuroimaging scientist and studied brain functions in health and disease.
Her love for the interdisciplinary process of discovery and translating findings into data stories
paved a natural transition to applying data science in a broader context.
Throughout her experience working with different data types e.g. brain (time-frequency), climate, geo-spatial, as well as unstructured (text) data,
May finds joy in weaving her research experience in integrating high dimensional neuroimaging analysis with
machine learning and statistical tools to discover insights.
</p>
<p>Find out more about the work she has done and the things she's interested in discovering.
</p>
</div>
</div><!-- .col-md-7 close -->
</div>
</div>
</section>
<!-- feature-teaser -->
<section id="feature" width="100%" height="auto">
<br>
<br>
<br>
<!-- div class='feature-slider'-->
<div class='slide0'></div>
<div class='slide1'></div>
<div class='slide2'></div>
<div class='slide3'></div>
<div class='slide4'></div>
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<div class='slide8'></div>
<div class='slide9'></div>
<div class='slide10'></div>
<!--div class='slide1'></div>
<div class='slide2'></div>
<div class='slide3'></div-->
<!-- /div
<br>
<br>
-->
<div class="container">
<div class="row">
<div class="col-sm-12 col-md-6 col-md-offset-3">
<!--
<h2>###...</h2>
<p>Maecenas faucibus mollis interdum. Morbi leo risus, porta ac consectetur ac, vestibulum at eros. Fusce dapibus, tellus ac cursus commodo, tortor mauris condimentum nibh, ut fermentum massa justo sit amet risus.</p>
<p>Maecenas faucibus mollis interdum. Morbi leo risus, porta ac consectetur ac, vestibulum at eros. Fusce dapibus, tellus ac cursus commodo, tortor mauris condimentum nibh, ut fermentum massa justo sit amet risus.</p>
<p>Maecenas faucibus mollis interdum. Morbi leo risus, porta ac consectetur ac, vestibulum at eros. Fusce dapibus, tellus ac cursus commodo, tortor mauris condimentum nibh, ut fermentum massa justo sit amet risus.</p>
-->
<br>
<br>
<br>
<br>
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<br>
<br>
<br>
<br>
<br>
<br>
<br>
<br>
<!--br>
<br>
<br-->
<div style="text-align:center;">
<a href="portfolio" class="btn btn-view-works">View Portfolio</a>
</div>
<br>
<br>
<br>
<br>
<br>
<br>
<br>
<br>
</div>
</div>
</div>
</section>
<!-- Service || EXPERIENCE Start -->
<section id="service">
<br>
<br>
<br>
<div class="container">
<div class="row">
<div class="section-title">
<br>
<br>
<h2>Experience </h2>
<p>Here are few of the things I do with data and <b>some</b> of the tools and tech-stacks I have experience with. </p>
<!-- <p>Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics</p> -->
</div>
</div>
<div class="row ">
<!-- <div class="col-sm-6 col-md-3"> -->
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-planet"></i> -->
<img src="img/feature/analysis.png" style="width:150px;height:100px">
<h4>Data Exploration | Mining </h4> <!-- <h4>Brand Identity</h4> -->
<p>Time spent on getting to know your data and its limitations is time well-spent for subsequent data analysis and interpretation.</p>
<!-- <p>Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut </p> -->
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-planet"></i> -->
<img src="img/feature/Normal_Distribution_PDF.svg.png" style="width:150px;height:100px">
<h4>Statistical Analysis</h4> <!-- <h4>Brand Identity</h4> -->
<p> Applying statistics to numerical analyses enable us to maximize our inference, appreciation and use of the findings. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-planet"></i> -->
<img src="img/feature/2000px-KMeans-density-data.svg.png" style="width:100px;height:100px">
<h4>Machine Learning</h4> <!-- <h4>Brand Identity</h4> -->
<p>Using algorithms that iteratively learn from data, deriving hidden insights without explicit directions has useful applications in different scenarios. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-planet"></i> -->
<img src="img/feature/Multi-Layer_Neural_Network-Vector.svg.png" style="width:150px;height:100px">
<h4>Deep Learning</h4> <!-- <h4>Brand Identity</h4> -->
<p>Complex patterns (e.g. object, speech) in large amounts of data can be learnt by harnessing computing power and training neural networks (e.g. using <a href="https://keras.io/" target="_blank">Keras</a> |
<a href="https://github.com/tensorflow/models" target="_blank">TensorFlow</a>).</p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="icon ion-coffee"></i> -->
<a href="https://hengrumay.github.io/_pages/research_overview/" target="_blank">
<img src="img/feature/ai-brain-02.png" style="width:100px;height:100px">
<h4>Brain Research</h4> <!-- <h4>Branding</h4> -->
</a>
<p>Studying how brain signals change in response to our interactions with the world in health and disease can help us understand how the brain functions. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-headphone"></i> -->
<img src="img/feature/ProjectorScreen02.png" style="width:100px;height:100px">
<h4>Communication</h4> <!-- <h4>Logo Design</h4> -->
<p>Sharing what we do and discover is part of the scientific and social discourse. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-headphone"></i> -->
<a href="http://orcid.org/0000-0003-2109-0781" target="_blank">
<img src="img/feature/VisualEditor_Journal.svg.png" style="width:100px;height:100px">
<h4>Publications</h4> <!-- <h4>Logo Design</h4> -->
</a>
<p>Reviewing and publishing findings are relevant for the process of discovery. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-earth"></i> -->
<img src="img/feature/World_map_(Miller_cylindrical_projection,_blank).svg.png" style="width:150px;height:100px">
<h4>Geo-Spatial Data Analysis | Viz</h4> <!-- <h4>Brand Identity</h4> -->
<p>Integrating spatial information (e.g. using <a href= "http://geopandas.org/" target="_blank">GeoPandas</a> |
<a href= "http://geojson.io/" target="_blank">geojson.io</a> |
<a href="https://www.openstreetmap.org" target="_blank">OpenStreeMap</a>) helps us see where things are located and gives context to data. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-compass"></i> -->
<a href="https://www.python.org/" target="_blank">
<img src="img/feature/Python-logo-notext.svg.png" style="width:100px;height:100px">
<h4>Python</h4> <!-- <h4>Web Design</h4> -->
</a>
<p>Programming modules e.g. <a href="http://pandas.pydata.org/" target="_blank">pandas</a> |
<a href="http://scikit-learn.org/stable/" target="_blank">scikit-learn</a> |
<a href="http://www.nltk.org/book/" target="_blank">nltk</a> |
<a href="https://matplotlib.org/" target="_blank">matplotlib</a> are the bread and butter of wrangling, modelling, and visualizing data. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-image"></i> -->
<a href="https://www.r-project.org/about.html" target="_blank">
<img src="img/feature/R_logo.svg.png" style="width:100px;height:100px">
<h4>R</h4> <!-- <h4>App Design</h4> -->
</a>
<p>An extensive range of <a href="https://stat.ethz.ch/R-manual/R-devel/library/stats/html/00Index.html" target="_blank">statistical tools</a> with
<a href="http://www.computerworld.com/article/2921176/business-intelligence/great-r-packages-for-data-import-wrangling-visualization.html" target="_blank"> great</a> <a href="https://support.rstudio.com/hc/en-us/articles/201057987-Quick-list-of-useful-R-packages" target="_blank">libaries</a>
e.g. for reading, manipulating, modeling, (interactively) visualizing, and reporting data.</p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-bug"></i> -->
<a href="https://www.mathworks.com/" target="_blank">
<img src="img/feature/Matlab_Logo.png" style="width:100px;height:100px">
<h4>Matlab</h4> <!-- <h4>Start Up</h4> -->
</a>
<p>A research 'scripting' staple.
Render interactive audio-visual experience using <a href="http://psychtoolbox.org/" target="_blank">psychtoolbox</a> or perform
time-frequency and source analyses of neuroimaging data with <a href="http://www.fieldtriptoolbox.org/" target="_blank">fieldtrip</a>.</p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-leaf"></i> -->
<a href="https://aws.amazon.com" target="_blank">
<img src="img/feature/1000px-AWS_Simple_Icons_AWS_Cloud.svg.png" style="width:100px;height:100px">
<h4>AWS | EC2 </h4> <!-- <h4>Development</h4> -->
</a>
<p>Testing and developing neural networks, modeling large datasets,
and deploying protoype web-applications are made easier with accessible GPUs instances and
community <a href="http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AMIs.html" target="_blank">AMIs</a>.</p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-headphone"></i> -->
<img src="img/feature/sphere_mesh_globe-01.png" style="width:100px;height:100px">
<h4>Web Design | App</h4> <!-- <h4>Logo Design</h4> -->
<p>Weave <a href="https://developer.mozilla.org/en-US/docs/Learn/HTML" target="_blank">HTML5</a> |
<a href="https://developer.mozilla.org/en-US/docs/Web/CSS" target="_blank">CSS3</a> |
<a href="http://getbootstrap.com/" target="_blank">Bootstrap</a>
(and some <a href="https://developer.mozilla.org/en-US/docs/Learn/JavaScript" target="_blank">JS</a>)
to bring life to web content.
Integrate front-end user-interactions with back-end data retrieval, modeling and response outcome. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-headphone"></i> -->
<a href="http://flask.pocoo.org/" target="_blank">
<img src="img/feature/2000px-Flask_logo.svg.png" style="width:150px; height:70px; margin:15px;">
<h4>Flask</h4> <!-- <h4>Logo Design</h4> -->
</a>
<p>Great for back-end prototype/micro web development with Python</p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-headphone"></i> -->
<a href="https://d3js.org/" target="_blank">
<img src="img/feature/Logo_D3.svg.png" style="width:80px;height:80px; margin:10px;">
<h4>D3.js</h4> <!-- <h4>Logo Design</h4> -->
</a>
<p>An accessible way to integrate data and scalable vector graphics (SVG) to create engaging and/or interactive online visualization. </p>
</div>
</div>
<div class="col-sm-6 col-md-3">
<div class="service-item">
<!-- <i class="ion-headphone"></i> -->
<a href="https://helpx.adobe.com/illustrator/tutorials.html" target="_blank">
<img src="img/feature/Adobe_Illustrator_CS5_icon.png" style="width:100px;height:100px">
<h4>Adobe Illustrator</h4> <!-- <h4>Logo Design</h4> -->
</a>
<p>A go-to for clean vector graphic designs and typography, as well as preparing scientific illustrations for publications. </p>
</div>
</div>
</div>
</div>
</section>
<!-- Call to action Start -->
<section id="call-to-action">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="block">
<h2>Let's collaborate</h2>
<p>Great discoveries, insights and creations do not happen in isolation.</p>
<!-- <p>If you are interested in the work I do and would like to explore working together, let's chat over a cuppa.</p> -->
<a class="btn btn-default btn-call-to-action" href="{{ site.baseurl }}/contact" >~ Get in touch ~</a>
</div>
</div>
</div>
</div>
</section>
<!-- Content Start -->
<!-- hide for now
<section id="testimonial">
<div class="container">
<div class="row">
<div class="section-title text-center">
<h2>Fun Facts About Us</h2>
<p>Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics</p>
</div>
</div>
<div class="row">
<div class="col-md-6">
{% if site.data.funfacts.size > 0 %}
<div class="block">
{% for ff in site.data.funfacts %}
<ul class="counter-box clearfix">
<li>
<div class="block">
<i class="{{ ff.icon }}"></i>
<h4 class="counter">{{ ff.counter }}</h4>
<span>{{ ff.text }}</span>
</div>
</li>
{% endfor %}
</ul>
</div>
{% endif %}
</div>
<div class="col-md-6">
{% if site.data.testimonials.size > 0 %}
<div class="testimonial-carousel">
<div id="testimonial-slider" class="owl-carousel">
{% for tm in site.data.testimonials %}
<div>
<img src="img/cotation.png" alt="IMG">
<p>{{ tm.testimonial }}</p>
<div class="user">
<img src="{{ tm.image }}" alt="Pepole">
<p><span>{{ tm.name }}</span> {{ tm.title }}</p>
</div>
</div>
{% endfor %}
</div>
</div>
{% endif %}
</div>
</div>
</div>
</section> -->