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.
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.
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.
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.
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.
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!
