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Welcome to my GitHub!

I'm Karthik Nadar, a passionate Cloud & DevOps Engineer and Full-Stack Developer. I am dedicated to crafting scalable infrastructures and pushing the boundaries of machine learning.

πŸš€ About Me

With a solid foundation in building resilient backend architectures using Express.js, FastAPI, and Python, I strive to create seamless user experiences through expertise in frontend technologies like React and Next.js.

Cloud & DevOps Expertise

My proficiency in cloud technologies includes:

Category Technologies
Compute EC2, EKS
Networking VPC, Route53
Storage S3
CI/CD Jenkins, GitHub Actions
Automation Docker, Kubernetes, Ansible, Chef, Terraform, Puppet

I pride myself on designing efficient CI/CD pipelines and utilizing orchestration tools to ensure robust and scalable infrastructure.

Machine Learning Enthusiast

In the realm of machine learning, I specialize in:

  • Deep Learning: Building and fine-tuning CNN models
  • Generative AI: Exploring GANs, VAEs, energy-based models, and diffusion models
  • Text-to-Image Models: Fine-tuning diffusion models on custom datasets using innovative methods like LORA and Dreambooth

My focus on generative AI allows me to develop and deploy solutions that have a tangible impact on real-world applications.

🌟 Projects

Explore my projects on GitHub to see my work in action. Here are a few highlights:

  • Backend Architectures: Resilient solutions using Express.js, FastAPI, and Python.
  • Frontend Development: Seamless user experiences with React and Next.js.
  • Cloud Infrastructure: Scalable solutions with AWS, Docker, and Kubernetes.
  • Machine Learning Models: Innovative text-to-image solutions with stable diffusion models.

πŸ“« Get in Touch

Connect with me on LinkedIn or explore my repositories to learn more about my work and collaborations.

Thank you for visiting my GitHub. Let's build something amazing together!

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karthik nadar's Projects

milan icon milan

Milan is a hub to connect users, charities, and NGOs thus connecting help and need for a good cause.

mindsdb icon mindsdb

A low-code Machine Learning platform to help developers build #AI solutions

moksh icon moksh

Unlock your potential and achieve true balance in life with Moksh

open-source-with-hasnain icon open-source-with-hasnain

Open Source with Hasnain is intended to help beginners regardless of any field, they can get hundreds of resources of their particular field and this project is completely open source, so everyone can contribute to it

openfoodfacts-server icon openfoodfacts-server

Open Food Facts database, API server and web interface - πŸͺπŸ¦‹ Perl, CSS and JS coders welcome 😊 For helping in Python, see Robotoff or taxonomy-editor

oppia icon oppia

A free, online learning platform to make quality education accessible for all.

osoc-lost-and-found-webapp icon osoc-lost-and-found-webapp

A webapp for the university that will ease the process of retrieving lost items. It is a big problem when you lose valuable items, and in that scenario, it becomes helpful if you are able to see through a list of items found lately, and luckily, if you do find your item there, then you save a lot of time and sweat. So what are you waiting for?

osoc-sensitive-information-blurring-app icon osoc-sensitive-information-blurring-app

The web app will utilize image processing techniques, Optical Character Recognition (OCR), and machine learning algorithms to analyze the uploaded files. It will detect and identify sensitive information such as pictures, credit card numbers, addresses, or any other predefined types of PII.

osoc-swayam-bazaar icon osoc-swayam-bazaar

This Web Application connects with local shops for personalized shopping. Help you buy goods from your favorite stores. Shopkeepers add their products, building a complete database. The application will have two separate logins: one for users and another for shopkeepers.

petme icon petme

PetMe is an all-in-one platform that allows animals to be adopted, donated to pet lovers, and provides emergency medical care to stray animals in need. Star this repo⭐

power-the-web icon power-the-web

Open-source project. Hacktoberfest2022, Diversion2k23 - Clone this repo and explore all the projects

preevy icon preevy

Quickly deploy preview environments to the cloud!

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