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netgvarun2012/README.md

Hello!


Varun Sharma Varun Sharma Varun Sharma

  • I am Varun, a passionate data scientist currently working as an AI and Cybersecurity researcher at ST Engineering.

  • My research focuses on Generative AI security and how to make Large language models more robust to attacks like Jailbreaks, Data/Model poisoning, Prompt injections and others.

  • I pusued my masters from NUS Singapore. Previously, I have been working for a startup named Textify.ai where I have been leading the efforts of building an AI-powered writing tool using Natural Language Processing techniques and deep learning.

  • During this role, I have developed novel features like ‘automated essay grading tool’, ‘predictive writing tool’, ‘grammar corrector’, ‘AI proof reader’ using the latest AI technologies.

  • I have worked extensively on tools/libraries/APIs such as HuggingFace, OpenAI, transformers architectures, and libraries like Spacy, Numpy, Scipy, Pandas, Matplotlib, Scikit-learn, Pytorch, and Tensorflow deep learning frameworks.

  • Prior to this engagement,I have been very successful in software dev/machine learning roles and brings with him rich experience spanning more than a decade.

  • I have worked across geographies in countries like Canada, Australia, SouthKorea, the Philippines & the Middle East where I got to interact with clients as a technical consultant solving mission-critical issues as well as leading teams to deliver solutions as per their requirements.

See my work at

TextifyAI & https://www.admissionessay.us/

Talking about Personal Stuffs:

  • 🏃 I’m a marathon runner and have completed many 10k, half marathons till date.
  • 🎹 I’m also a piano player and have tried doing experiments of AI with piano!
  • 💬 Ask me about anything , Would love to answer them.✌
  • 📫 How to reach me: Any of the Social-Media Platform
  • ⚡ Check out my recent Blogs
  • 📝Mini Portfolio
  • 📝Main Portfolio

Languages and Tools:

Pinned

  1. EssayGrader EssayGrader Public

    Code for EssayGrader Model trained for grading college admission essays

    Jupyter Notebook

  2. PianoAnalysisDeepLearning PianoAnalysisDeepLearning Public

    This repo contains code for anomaly detection and analysis of piano recording using deep learning

    Jupyter Notebook 1

  3. MovieReviewSentimentAnalysis MovieReviewSentimentAnalysis Public

    Jupyter Notebook

  4. semanticSimilarity semanticSimilarity Public

    Jupyter Notebook

  5. ProductReviewClassifier ProductReviewClassifier Public

    MultiLabel classifier model to bucket the future product reviews into their respective topics (Note: A review can talk about multiple topics) and Overall polarity (positive/negative sentiment):

    Jupyter Notebook