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sriksmachi/README.md

Pioneering the Future of AI with Cutting-Edge Innovations and Thought Leadership

Hi there 👋

I'm Srikanth Machiraju an AI Architect at Microsoft, Published Author and Independent Researcher. I'm currently learning to build innovative AI solutions, distributed machine learning and Artificial intelligence. I create a blend of my expertise in building cloud-native solutions with AI / ML to create innovative products. I also write articles on linked-in and medium related to building intelligent apps for cloud and ML. I'm specialized in Large language models, deep reinforcement learning, so if you are looking for tips, quick help or have an interesting project you can always reach out to me.

Here are some of the books I authored.

📫 How to reach me: Write to [email protected] / ping me on linked-in

👯 I’m looking to collaborate on research work related to reinforcement learning.

⚡ Fun fact: I'm actually not as busy as it appears :)

sriksmachi/sriksmachi is a ✨ AI/ML ✨ repository where you can find all my work.

Here are some ideas to get you started:

  • 🔭 I’m currently working on applied RL
  • 🌱 I’m currently learning distributed ML systems
  • 👯 I’m looking to collaborate on RL in the field of industrial automation
  • 🤔 I’m looking for help with ...
  • 💬 Ask me about ML/DS/AI, designing distributed systems for the cloud, microservices design

View my work

============================================
Classical Machine Learning https://github.com/sriksmachi/sriksml/tree/main/classical-ml
Large Language Models https://github.com/sriksmachi/sriksml/tree/main/language-models
Everything Gen AI https://github.com/sriksmachi/sriksml/tree/main/genai
Reinforcement Learning https://github.com/sriksmachi/sriksml/tree/main/reinforcement-learning
Azure ML https://github.com/sriksmachi/sriksml/tree/main/azureml

Project Showcase
Ishara https://github.com/sriksmachi/ishara
Octopus https://github.com/sriksmachi/ishara
SuperCabs https://github.com/sriksmachi/supercabs
RBEI https://github.com/sriksmachi/rbei

Pinned Loading

  1. ishara ishara Public

    Gesture Detection using Deep Learning techniques, this repository contains code for detecting gesture from a sequence of frames created from a 2-sec video (15 fps) using deep learning techniques li…

    Jupyter Notebook 2

  2. melanoma_cancer_detection_using_neural_networks melanoma_cancer_detection_using_neural_networks Public

    This repository contains code artifacts which explain how to operationalize deep neural network models on Azure ML using MLFLow. The problem domain we will focus on is to detect skin cancer. This i…

    Jupyter Notebook

  3. octopus octopus Public

    This project explains how to move from a Jupyter notebook phase to a production ready training script that can run in a distributed training mode using Azure ML, Horovod and TF

    Jupyter Notebook 2

  4. supercabs supercabs Public

    Sample for training an agent which mimics a cab driver to gain maximum profits by picking the correct rides. The agent is trained using deep Q-learning training techniques.

    Jupyter Notebook 9 1

  5. aimriscan aimriscan Public

    An AI method to generate MRI scans of brain images using GANs

    Jupyter Notebook 1

  6. rbei rbei Public

    A Hackathon Project for Robert Bosch Engineering and Business Solutions

    Jupyter Notebook