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AviTewari authored Aug 25, 2024
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Expand Up @@ -131,10 +131,7 @@ <h3>Work Experience</h3>
<span class="time-period"><i>(Aug. 2021 - Sept. 2021)</i></span>
<ul>
<li>Directed data collection by web scraping images from diverse online sources to develop an Image Analysis System on Microsoft Azure using Custom Vision, achieving a 40% reduction in verification time for adherence to organizational dress code policies.</li>
<li>Implemented ETL workflow for data extraction, deduplication, and database loading on a dataset of 5000 customer complaints, and executed exploratory data analysis (EDA) using text mining (Bag of Words and Tokenization) to derive insights.</li>
<li>Formulated a Named Entity Recognition (NER) system using NLTK and spaCy to streamline complaint classification, facilitating routing to the appropriate department and reducing response time for handling customer feedback by 30%.</li>
<li>Leveraged GitHub Actions to create a CI/CD workflow for automating the testing and deployment of the NER system.</li>
</ul>

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