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rushizirpe/README.md

Hi there, I'm Rishi 👋🏼👨🏻‍💻

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I am into Machine Learning, Deep Learning, and NLP with a strong foundation in Statistics, Mathematics, and Computer Science. I have extensive experience developing and deploying Machine Learning models for various domains, including healthcare, finance, and e-commerce.

  • Successfully deployed and maintained Machine Learning models using AWS services like Sagemaker, EC2, Lambda, and API Gateway.
  • Expertise in Deep Learning frameworks such as Tensorflow and PyTorch for developing complex Neural Networks and implementing Transfer Learning.
  • Proficient in data preprocessing techniques such as Feature Engineering, Normalization, and Handling Imbalanced Data.
  • Implemented and fine-tuned various supervised and unsupervised learning algorithms like Random Forest, SVM, K-Means, and DBSCAN.
  • Strong understanding of Natural Language Processing (NLP) techniques such as Text Classification, Sentiment Analysis, and Topic Modeling.
  • Active member of the Machine Learning community and regularly participates in hackathons and meetups.

I am always eager to take on new challenges and am passionate about using my skills to solve real-world problems using Machine Learning. I love to learn and contribute in any and every possible way.

Some of my Github Public Stats 💻

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My Github Stats

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  1. open-llm-server open-llm-server Public

    This Open LLM Framework serves as a powerful and flexible tool for serving endpoints for embeddings and chat completions using SOTA open source language models. By leveraging models Transformers, t…

    Python 20 3

  2. AutoQuantLLM AutoQuantLLM Public

    AutoQuantLLM is an efficient and flexible tool designed to help you quantize machine learning models with ease. Supporting multiple quantization methods and types, this tool allows you to optimize …

    Python 3

  3. rag-with-llms rag-with-llms Public

    This repository implements a Retrieval-Augmented Generation (RAG) approach leveraging advanced Language Models (LLMs). RAG combines the power of pre-trained LLMs with efficient information retrieva…

    Python 1

  4. VectorDB VectorDB Public

    This repository contains an implementation of a Vector Database, a specialized database designed for efficient storage and retrieval of high-dimensional vectors. Ideal for applications such as mach…

    Python