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  • Amherst, MA

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prnan4/README.md

Hi there, I'm Nandhinee Periyakaruppan 👋

👩‍💻  About Me

🎓 Currently I am pursuing an MS in Computer Science at UMass Amherst, with a keen interest in machine learning and software development. My research spans text-to-image generative models and Few-shot ICD Coding at Meta and the BioNLP Lab, UMass Amherst.
💡 As a Data Science Intern at Zuora, I optimized operations for payment retries by migrating Spark DataFrames to Pandas and deploying solutions on AWS Lambda. I also contributed significantly to an NLP-driven IT Assistant SlackBot, reducing IT issue resolution time by 75%.
🚀 Previously, as a Research Engineer at BUDDI AI, I led a team in automating Document Content Extraction from EHRs. I proposed a Multi-task Object Detection network, achieving a 10% performance boost over competitors, and created scalable services handling 1.3 million hits per day.
📑 I hold a patent for "DEXTER", an end-to-end system for extracting table contents from electronic medical health documents. My publications focus on machine learning approaches for offense target identification in social media and severity scoring of lung tuberculosis in CT images.
🔍 I am actively seeking full-time roles in MLE and SDE, I bring academic rigor and practical experience to cutting-edge projects.

🌱  I am passionate about

🧠  Data Science and Machine Learning
📝  Mentoring
👩‍💼  Women in STEM

✨  I am also interested in

👣  Fitness and Life sciences
⚕️  Mental health and well-being
💃  Exploring different dance forms
🎼   Indian classical music

📫  Like to meet me?

You can shoot me an email at nperiyakarup|@umass.edu! I'll try to respond as soon as I can.

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  1. domain-spell-checker domain-spell-checker Public

    Spell Corrector functionality for medical domain in Scala which consists modules to build a medical word corpus and correct misspelled words.

    Scala

  2. BERT_text_classification BERT_text_classification Public

    Our submission to OffensEval 2020 to classify offensive language in social media tweets, where we ranked #15.

    Jupyter Notebook 2

  3. text_summarizer text_summarizer Public

    Python utility tool to understand and summarize important information from a given text.

    Python

  4. OpenCV_TF_Android OpenCV_TF_Android Public

    Guide to setup object detection and classification module in Android for running real-time predictions.

    Java

  5. CNN_Workshop CNN_Workshop Public

    Working notes for the workshop I conducted on training a simple Image Classifier network in Keras.

    1