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6 followers · 4 following
  • Chubb
  • India

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SauravPattnaikCS60/README.md
  • 👋 Hi, I’m Saurav
  • 👀 I’m interested in the field of machine learning and natural language processing
  • 🌱 I’m currently learning cloud technologies(Azure) and MLOps
  • 🌻 I’m looking to collaborate on challenging projects related to natural language processing
  • 📫 How to reach me : Email : [email protected]
  • 🐼 LinkedIn : www.linkedin.com/in/saurav-pattnaik-1b73b1151

Check out my personal website

Skills 🚀

python logo pytorch logo keras logo scikit logo sql logo fastapi logo docker logo pandas logo numpy plotly

Areas Of Work 🖥️

  • Machine Learning

  • Natural Language Processing

  • Knowledge Graphs

Projects & Related Work 🌠

Weighted Class Tfidf 🐕

A custom implementation of tfidf that is suitable for handling imbalanced datasets.
Repo Link : Weighted-Class-Tfidf
Blog Link : How to correctly use TF-IDF with imbalanced data

DeepEncrypt 😼

A novel encryption algorithm that uses both huffman encoding and enigma machine to encrypt messages.
Repo Link : Deep-Encrypt

Crossover Alpha 🐉

A novel technique for creating crossovers using NER Swap + GPT2/LSTM finetuning.
Repo Link : Cross-Over-Alpha

Coming soon ⏰

  • Repo showcasing Pytorch implementation of various models.
  • Repo showcasing FastAPI implementation of the above models.

Popular repositories Loading

  1. Weighted-Class-Tfidf Weighted-Class-Tfidf Public

    Weighted Class TFIDF technique to deal with imbalanced datasets

    Python 14 1

  2. Cross-Over-Alpha Cross-Over-Alpha Public

    A novel technique for creating crossovers using NER Swap + GPT2/LSTM finetuning.

    Python 1

  3. KG_Movie_Recommender- KG_Movie_Recommender- Public

    A movie recommendation system based on the knowledge graphs.

    Jupyter Notebook 1 1

  4. GastronomyGuide GastronomyGuide Public

    A restaurant recommendation system for Bangalore.

    Python 1 1

  5. Book_Companion Book_Companion Public

    A simple and effective way of using RAG on pdf of books for understanding and Q/A.

    Python 1 4

  6. Python-Scripts Python-Scripts Public

    A list of small python programs demonstrating scripting and scrapping.

    Python