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<!doctype html>
<html lang="en">
<head>
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<meta charset="utf-8">
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<title>Ayushe's Portfolio </title>
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<body>
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<a href="index.html" class="ds-logo">
<span>A</span>Ayushe Gangal
</a>
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<li><a href="https://github.com/AyusheGangal" target="_blank"><i class="ri-github-fill"></i></a></li>
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<h1 class="ds-heading"><br><span>Hi There! <br></span><span display:inline-block id="sequence"><span>I'm Ayushe Gangal!</span>
</span>
</h1>
<p><b>Software Process Engineer @ The MathWorks Inc.,</b><br>
<b>MS CS @ UMass Amherst with a concentration in Data Science</b>
<br><br>
<justify>I'm looking for full-time opportunities in the field of <u>Machine Learning</u> and <u>Data Science</u>. <br><br>I have worked as a Research Assistant during my undergrad and
have published 6 research articles in the relevant field and also have 2 Indian Patents under my name.</justify> <br><br>Find out more by downloading my resume :)</p>
</div>
<div class="col">
<br><br><br>
<br><br><br>
<figure><img src="assets/images/Ayushe1.JPG"></figure>
<!-- option 2
<img src="assets/images/Ayushe2.jpg">
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<a href="Ayushe_Resume_DS_ML.pdf" class="ds-button" target="_blank" download>Download Resume DS</a>
<a href="Ayushe_Resume_DS_ML.pdf" class="ds-button-2" target="_blank" download>Download Resume SDE</a>
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</section>
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<!-- Case Studies -->
<h1 class="ds-heading"><br><span>Portfolio:</span>
</h1>
<h2>My Projects, Research Papers & Presentations!</h2>
<div class="ds-project-list-section">
<div class="ds-project-list">
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="project.html" target="_blank">
<figure><img src="assets/images/mental_health.png"></figure>
<section>
<h2 class="ds-proj-hedding">Project</h2>
<h6><small><b>Mental Health in Tech</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="project2.html" target="_blank">
<figure><img src="assets/images/trash.png"></figure>
<section>
<h2 class="ds-proj-hedding">Project</h2>
<h6><small><b>Patch your Trash</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://rpubs.com/Ayushe17/922398" target="_blank">
<figure><img src="assets/images/loan.png"></figure>
<section>
<h2 class="ds-proj-hedding">Project</h2>
<h6><small><b>Loan or Not?</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://github.com/AyusheGangal/AGrow-ML" target="_blank">
<figure><img src="assets/images/agroML.png"></figure>
<section>
<h2 class="ds-proj-hedding">Project</h2>
<h6><small><b>Agro-ML</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://github.com/AyusheGangal/DeepColor" target="_blank">
<figure><img src="assets/images/deepColor.png"></figure>
<section>
<h2 class="ds-proj-hedding">Project</h2>
<h6><small><b>DeepColor: Automatic Colorization of Gray Scale Images</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://drive.google.com/file/d/12EHucDJaXrwZbAHdVv2UsIgKYe56GMXm/view?usp=sharing" target="_blank">
<figure><img src="assets/images/AI.png"></figure>
<section>
<h2 class="ds-proj-hedding">Project</h2>
<h6><small><b>Artificial Intelligence Based Platform For Skill Development And Marketing In
Rural Areas</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://www.igi-global.com/chapter/prediction-models-for-healthcare-using-machine-learning/263315" target="_blank">
<figure><img src="assets/images/8.png"></figure>
<section>
<h2 class="ds-proj-hedding">Book Chapter</h2>
<h6><small><b>Prediction Models for Healthcare Using Machine Learning: A Review</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://arxiv.org/abs/2107.02744" target="_blank">
<figure><img src="assets/images/4.png"></figure>
<section>
<h2 class="ds-proj-hedding">Book Chapter</h2>
<h6><small><b>Neural Computing</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://drive.google.com/file/d/1yXiZTt-rL0-L2vZIBV0NkIv-fzqHRh_O/view?usp=sharing" target="_blank">
<figure><img src="assets/images/2.png"></figure>
<section>
<h2 class="ds-proj-hedding">Patent</h2>
<h6><small><b>GENigma(MayhemNet): Canalizing Stochasticity of Neural Nets into an Insurmountable Encryption
Machine</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<!--<a href="https://drive.google.com/file/d/1TdTKCogVpJSi9vymT8uCPhb8v91XgEYU/view?usp=sharing" target="_blank">-->
<a href="https://drive.google.com/file/d/1TdTKCogVpJSi9vymT8uCPhb8v91XgEYU/view?usp=sharing" onclick="window.open('https://drive.google.com/file/d/1r6Xj7lcj407Zqg6ErJN2WXD5d7lJs7he/view?usp=sharing')">
<figure><img src="assets/images/9.png"></figure>
<section>
<h2 class="ds-proj-hedding">Patent</h2>
<h6><small><b>Subway Train Seat Occupancy Detection via Instance Segmentation and Point Regression</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://microbiologyjournal.org/wisdomnet-prognosis-of-covid-19-with-slender-prospect-of-false-negative-cases-and-vaticinating-the-probability-of-maturation-to-ards-using-posteroanterior-chest-x-rays/" target="_blank">
<figure><img src="assets/images/1.png"></figure>
<section>
<h2 class="ds-proj-hedding">Paper</h2>
<h6><small><b>WisdomNet: Prognosis of COVID-19 and Probability of Maturation to ARDS using Posteroanterior Chest X-Rays</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="https://drive.google.com/file/d/1L5-TWswlQfiue8W4WJ8Lqu_MR9PywgIq/view?usp=sharing" target="_blank">
<figure><img src="assets/images/3.png"></figure>
<section>
<h2 class="ds-proj-hedding">Paper</h2>
<h6><small><b>Prognosis of Breast Cancer by implementing Machine
Learning Algorithms using Modified Bootstrap Aggregating</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="MajorProjectPresentation.pdf" target="_blank">
<figure><img src="assets/images/16.png"></figure>
<section>
<h2 class="ds-proj-hedding">Presentation</h2>
<h6><small><b>Subway Train Seat Occupancy Detection via Instance Segmentation and Point Regression</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="Breast Cancer Manipal.pdf" target="_blank">
<figure><img src="assets/images/19.png"></figure>
<section>
<h2 class="ds-proj-hedding">Presentation</h2>
<h6><small><b>Prognosis of Breast Cancer by implementing Machine
Learning Algorithms using Modified Bootstrap Aggregating</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="JNU_pres.pdf" target="_blank">
<figure><img src="assets/images/18.png"></figure>
<section>
<h2 class="ds-proj-hedding">Presentation</h2>
<h6><small><b>GENigma</b></small></h6>
</section>
</a>
</div>
</div>
<div class="ds-project-list-loop" data-aos="fade-in" data-aos-duration="1500">
<div class="ds-project-list-loop-inner">
<a href="MinorProjectPresentation.pdf" target="_blank">
<figure><img src="assets/images/17.png"></figure>
<section>
<h2 class="ds-proj-hedding">Presentation</h2>
<h6><small><b>Brain Tumor Detection using Quantum Convolutional Neural Networks</b></small></h6>
</section>
</a>
</div>
</div>
</div>
</div>
<!-- Skills & Expertise -->
<!-- Skills & Expertise -->
<section class="ds-banner-section ds-content-width">
<h1 class="ds-heading"><br><span>Skills & Expertise</span></h1>
</section>
<div class="row ds-experience-list">
<div class="col-12 col-sm-12 col-md-6 col-lg-6 col-xl-6 col-xxl-6">
<section>
<h3 class="ds-officename">Technical Skills</h3>
<p><b>Languages:</b> Python (Major Libraries: Scipy, Numpy, Keras, TensorFLow, PyTorch, OpenCV, Pandas, Matplotlib), R, PostgreSQL, SQL, C++, C, C#, Java, HTML, CSS, JavaScript and Latex</p>
<p><b>Developer Tools:</b> RStudio, VS Code, Eclipse, Google Colab, XCode, Spyder, Jupyter, Microsoft Azure Machine Learning Studio, Jira Software, Confluence, Kubernetes, Amazon Quickisght, Docker, WordPress</p>
</section>
</div>
<div class="col-12 col-sm-12 col-md-6 col-lg-6 col-xl-6 col-xxl-6">
<section>
<h3 class="ds-officename">Soft Skills</h3>
<div class="skills">
<div class="details">
<span>Outgoing & People Person</span>
</div>
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<div id="people-bar"></div>
</div>
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<span>Verbal & Written Communication</span>
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</div>
</div>
<div class="skills">
<div class="details">
<span>Critical Thinking & Adaptibility</span>
</div>
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<div id="think-bar"></div>
</div>
</div>
<div class="skills">
<div class="details">
<span>Leadership & Problem Solving</span>
</div>
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<div id="leader-bar"></div>
</div>
</div>
</section>
</div>
</div>
<!-- Education -->
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<h1 class="ds-heading"><br><span>Education</span></h1>
</section>
<div class="row ds-experience-list">
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<section>
<span class="ds-year">Sept. 2021 - May 2023</span>
<h3 class="ds-officename">University of Massachusetts Amherst</h3>
<span class="ds-department">Master of Science in Computer Science, Data Science concentrahtion</span>
<p><b>Coursework:</b> Database Design & Impl., Data Science, Making Predictions, Systems for Data Science, Machine Learning, Neural Networks, Statistical Computing, Software Engineering.</p>
</section>
</div>
<div class="col-12 col-sm-12 col-md-6 col-lg-6 col-xl-6 col-xxl-6">
<section>
<span class="ds-year">Aug. 2017 - May 2021</span>
<h3 class="ds-officename">Guru Gobind Singh Indraprastha University</h3>
<span class="ds-department">Bachelor of Technology in Computer Science & Engineering</span>
<p><b>Coursework:</b> Data Structures, Algorithms Analysis, Operating Systems, Database Management, Programming Languages, Artificial Intelligence</p>
</section>
</div>
</div>
<!-- Education -->
<!-- Work Experience -->
<section class="ds-banner-section ds-content-width">
<h1 class="ds-heading"><br><span>Work Experience</span></h1>
</section>
<div class="row ds-experience-list">
<div class="col-12 col-sm-12 col-md-6 col-lg-6 col-xl-6 col-xxl-6">
<section>
<span class="ds-year">Sept. 2022 - Dec. 2022</span>
<h3 class="ds-officename">Waters Corporation</h3>
<span class="ds-department">Software Engineering Intern-Micro Apps</span>
<p>Worked with the Strategic Engineering team to develop proof of concept software targeting Scientific applications relating to the pharmaceutical and medical industries using Computer Vision in Python, and Streamlit for
the interface.</p>
<p>Investigated strategies and devised ways to create effective visualizations and extract meaningful information from unintelligible 5-D sparse Multi-indexed (hierarchical indexed) Ion Mobility & Imaging Mass Spectrometry
data.
</p>
</section>
</div>
<div class="col-12 col-sm-12 col-md-6 col-lg-6 col-xl-6 col-xxl-6">
<section>
<span class="ds-year">May 2022 - Sept. 2022</span>
<h3 class="ds-officename">Waters Corporation</h3>
<span class="ds-department">Software Engineering Intern-Data Trending</span>
<p>Primarily worked on the on-premise Uploader application to upload sensitive biomedical user data from the Empower database to Amazon Redshift.</p>
<p>Utilized C# to extract sensitive biomedical data from tables in the Empower database and wrote them to Apache Parquet format files.
</p>
</section>
</div>
<div class="col-12 col-sm-12 col-md-6 col-lg-6 col-xl-6 col-xxl-6">
<section>
<span class="ds-year">Aug. 2018 - Sept. 2020</span>
<h3 class="ds-officename">G.B. Pant Govt. Engineering College</h3>
<span class="ds-department">Research Assistant</span>
<p>Researched on Algorithms and Mathematical Machine Learning, and published 6 research articles in International Journals. Utilized Google Colab and majorly worked on Health Informatics using Python. Major published articles:
<p>∗ Patent: Subway Train Seat Occupancy Detection Via Instance Segmentation With Point Regression For Peri And Post Covid-19 Era (No.: 202111045336; Journal Number: 42/2021) </p>
<p>∗ Patent: GENigma(MayhemNet): Canalizing Stochasticity of Neural Nets into an Insurmountable Encryption Machine (No.: 202011037028; Journal Number: 39/2020) </p>
<p>∗ Intl. J.: WisdomNet: Prognosis of COVID-19 with Slender Prospect of False Negative cases and Vaticinating the Probability of Maturation to ARDS using Posteroanterior Chest X-Rays. In Special Issue of the Journal of
Pure and Applied Microbiology (JPAM).</p><br>Find the complete published work on my <a href="https://scholar.google.com/citations?user=eZDShkYAAAAJ&hl=en" tyle="color: black" target="_blank"><b>Google Scholar</b></a> Page!
</b>
</p>
</section>
</div>
<div class="col-12 col-sm-12 col-md-6 col-lg-6 col-xl-6 col-xxl-6">
<section>
<span class="ds-year">June 2019 - Sept. 2019</span>
<h3 class="ds-officename">Tech Mile</h3>
<span class="ds-department">Software Developer Intern</span>
<p>Assisted in developing Suspicious Activity Detection Software. Implemented algorithms like Image recognition and Object identification on real world data. Performed work-load analysis and performance tuning.</p>
</section>
</div>
</div>
<!-- Work Experience -->
</div>
</div>
</div>
</main>
<!-- main -->
<!-- footer -->
<footer class="ds-footer">
<div class="container">
<div class="row justify-content-center">
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<section class="ds-lets_section">
<h4>Like what you see?</h4>
<span>Let's get in touch! Connect with me on
<a href="https://www.linkedin.com/in/ayushegangal/" target="_blank">
<b>LinkedIn.</b>
</a></span>
<span><br>Or shoot me an email at</span>
</section>
<div class="ds-email_social">
<a href="mailto:agangal@umass.edu" class="ds-email ds-boder_text"><span>agangal@umass.edu</span></a>
</div>
</div>
</div>
</div>
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<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<!-- Option 1: Bootstrap Bundle with Popper -->
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.2/dist/js/bootstrap.bundle.min.js" integrity="sha384-MrcW6ZMFYlzcLA8Nl+NtUVF0sA7MsXsP1UyJoMp4YLEuNSfAP+JcXn/tWtIaxVXM" crossorigin="anonymous"></script>
<!-- Option 2: Separate Popper and Bootstrap JS -->
<!--
<script src="https://cdn.jsdelivr.net/npm/@popperjs/core@2.9.2/dist/umd/popper.min.js" integrity="sha384-IQsoLXl5PILFhosVNubq5LC7Qb9DXgDA9i+tQ8Zj3iwWAwPtgFTxbJ8NT4GN1R8p" crossorigin="anonymous"></script>
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.0.2/dist/js/bootstrap.min.js" integrity="sha384-cVKIPhGWiC2Al4u+LWgxfKTRIcfu0JTxR+EQDz/bgldoEyl4H0zUF0QKbrJ0EcQF" crossorigin="anonymous"></script>
-->
<script src="https://unpkg.com/aos@2.3.1/dist/aos.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>
</html>