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followers: 3.0 following: 0.0 repos: 13.0 gists: 1.0

Name: Saurav Pattnaik

Type: User

Company: Chubb

Bio: Data Scientist

Location: India

👋 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

Skills 🚀

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.

Saurav Pattnaik's Projects

book_companion

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

cross-over-alpha

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

datascience-soup

A set of python notebooks showcasing cool and fun projects related to data science.

deep-encrypt

e2e-movie_review_analyzer

End to End ML Pipeline using Docker

edualgo

A simple python package having modules of different algorithms to use in educational purposes.

gastronomyguide

A restaurant recommendation system for Bangalore.

hackathon

kg_movie_recommender-

A movie recommendation system based on the knowledge graphs.

practical-deep-learning-book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

python-scripts

A list of small python programs demonstrating scripting and scrapping.

sauravpattnaikcs60

Config files for my GitHub profile.

weighted-class-tfidf

Weighted Class TFIDF technique to deal with imbalanced datasets

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