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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:

Varun's Projects

amazonreviews icon amazonreviews

Spark program in python to find the top 15 products based on the number of reviews in a day and report their average ratings, review time and product brand name.

arxiv-searching-tfidf icon arxiv-searching-tfidf

Code explaining how to match the title with the abstracts of arXiv research papers by using the TF-IDF and cosine similarity techniques.

audio_sheet_retrieval icon audio_sheet_retrieval

Learning Audio–Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification

essaygrader icon essaygrader

Code for EssayGrader Model trained for grading college admission essays

productreviewclassifier icon productreviewclassifier

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):

qachatbot icon qachatbot

A Gen AI app that by default generates information pertaining to Topical Chat dataset from Amazon! It consists of over 8000 conversations and over 184000 messages.

xai icon xai

XAI/MLI solution for Kaggle use case using Python

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