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rushizirpe/README.md

Hi there, I'm Rishi 👋🏼👨🏻‍💻

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I am into a Machine Learning, Deep Learning, Computer vision and NLP with a strong foundation in Statistics, Mathematics, and Computer Science. I have extensive experience in developing and deploying Machine Learning models for various domains, including healthcare, finance, and e-commerce. Some of my notable skills and achievements include:

  • 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 Keras 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.
  • Developed and deployed Computer Vision models for Object Detection, Image Segmentation, and Classification using frameworks such as OpenCV, PyTorch, and Tensorflow.
  • Strong understanding of Natural Language Processing (NLP) techniques such as Text Classification, Sentiment Analysis, and Topic Modeling.
  • Presented research papers at top-tier international conferences on topics such as Deep Learning and Computer Vision.
  • Completed several online certification courses on Machine Learning, including the Machine Learning Engineer Nanodegree from Udacity.
  • Active member of the Machine Learning community and regularly participate 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 💻

Top Langs

My Github Stats

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  1. 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

  2. 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

  3. transformer-from-zero transformer-from-zero Public

    A Simple implementation of the Transformer model from scratch

    Python

  4. i-write-as-i-learn i-write-as-i-learn Public

    A collection of public articles written by me on Medium. The articles cover a variety of topics including Machine Leanring, programming, data science, and more.