andrewcding.github.io/experience.html at main · andrewcding/andrewcding.github.io · GitHub

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    <title>Andrew Ding</title>

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            <a href="./" class="link">
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                    font-family: 'Inter';
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                    >Andrew<br>Ding.</p>

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            <h2 class="subtitle">Educational</h2>
            <button class="accordion">ETH Zürich<span class="alt_text"><br>Master in Data Science · Sep 2024 - Aug 2026</span></button>
            <div class="panel">
                <div class="float-child">Master of Science ETH in Data Science
                </div>
            </div>
            <button class="accordion">University of Waterloo <span class="alt_text"><br>Honours Geomatics & Joint Honours Mathematics · Sep 2019 - Jun 2024</span></button>
            <div class="panel">
                <div class="float-child">Bachelor of Environmental Studies<br>Cumulative Average: 96.3%<br><br>
                    Diploma of Excellence in Geographic Information Systems and Certificate in Global Experience.
                </div>
            </div>

            <br>
            <br>

            <h2 class="subtitle">Professional</h2>

            <button class="accordion">Center for Sustainable Future Mobility - ETH Zürich <span class="alt_text"><br>Research Assistant · Dec 2024 - Present</span></button>
            <div class="panel">
                <div class="float-child">Currently working on the <a href="https://csfm.ethz.ch/en/research/integrative-projects/digital-twin.html" class ='alt_link' target="_blank">Digital Twin of Switzerland</a> project.
                </div>
            </div>
            <button class="accordion">Capital One <span class="alt_text"><br>Co-op/Intern Data Science · May 2023 - Aug 2023</span></button>
            <div class="panel">
                <div class="float-child">Adapted a Markov chain model by overhauling the process of training and validating transition matrices. These matrices forecast customer charge-off rates by predicting future delinquency progression over several statements.
                </div>
            </div>
            <button class="accordion">BA Consulting Group Ltd. <span class="alt_text"><br>Spatial Data Analyst · Jan 2023 - Apr 2023</span></button>
            <div class="panel">
                <div class="float-child">Designed and developed <a href="./BAdurham" class ='alt_link' target="_blank">interactive web applications</a> using Mapbox GL JS and Turf.js, empowering both clients and colleagues to make data-driven decisions through easy-to-use spatial analysis tools.
                </div>
                <div class="float-child">Streamlined transit reach modeling and analysis efforts by developing an automation script that converts GTFS files into a Network Dataset, resulting in more efficient and accurate transit network analysis.
                </div>
            </div>
            <button class="accordion">Urban Demography Lab - EPFL <span class="alt_text"><br>Research Intern · May 2022 - Jul 2022</span></button>
            <div class="panel">
                <div class="float-child">Conducted in-depth exploratory spatial analysis using R and various packages such as sf, raster, and ggplot, utilizing a combination of raster and microdata to analyze demographic trends over different temporal periods.
                </div>
                <div class="float-child">Developed a methodology to categorize and assign sets of census polygons to functional urban areas in developing countries, resulting in a more accurate representation of demographic data, to be used in a future research publication.
                </div>
            </div>
            <button class="accordion">Region of Waterloo <span class="alt_text"><br>Engineering and Planning Student Coordinator · Sep 2021 - Dec 2021</span></button>
            <div class="panel">
                <div class="float-child">Developed efficient workflows and methods using ArcGIS Pro to automate the identification and removal of extraneous line segments, reducing the runtime of water distribution model simulations and improving overall performance.
                </div>
                <div class="float-child">Conducted data analysis using Python to compare and validate the accuracy of predicted discharge flow against calculated discharge flow, as well as identify deviations in discharge flow during water break events.
                </div>
            </div>
            <button class="accordion">Environment and Climate Change Canada <span class="alt_text"><br>Geospatial Technician · Jan 2021 - Apr 2021</span></button>
            <div class="panel">
                <div class="float-child"> Created multiple geoprocessing tools using ArcGIS ModelBuilder to streamline the analysis of vector features, and incorporated the results into an interactive dashboard using PowerBI for easy visualization and interpretation.
                </div>
                <div class="float-child">Utilized NDVI and EVI rasters, accessed through NASA Earthdata, to assess vegetation levels in the wintering ranges of migratory birds. This research was <a href="https://doi.org/10.1139/cjz-2021-0207" class ='alt_link' target="_blank">published</a>, providing valuable insights on the habitats of these species.
                </div>
            </div>
            <button class="accordion">City of Peterborough <span class="alt_text"><br>Heritage GIS Student · May 2020 - Aug 2020</span></button>
            <div class="panel">
                <div class="float-child">
                    Refined and deployed an <a href="https://webmap.peterborough.ca/heritagewalkingtour/" class ='alt_link' target="_blank">interactive walking tour webapp</a> using ArcGIS Webapp Builder and ArcGIS Online, providing users with a dynamic and engaging way to explore a given historical interest.
                </div>
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