Projects

Featured Projects Link to heading

Kubernetes Admission Controller with AI Link to heading

A 7-part series documenting the journey of building a production-ready Kubernetes admission controller using AI-assisted development. Covers everything from initial setup through testing, CI/CD, and deployment.

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• View on GitHub

sqlalchemy-rds-iam Link to heading

A Python library that simplifies RDS IAM authentication with SQLAlchemy. Handles automatic token refresh and integrates seamlessly with existing SQLAlchemy workflows.

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• View on PyPI

Neural Network Visualizer Link to heading

An interactive tool for visualizing neural network training on MNIST digits. Built to understand and demonstrate how neural networks learn through hands-on experimentation.

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Ongoing Series Link to heading

Language Model Experiments Link to heading

Hands-on experiments with language models on consumer hardware, including fine-tuning and understanding model internals.

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• View on GitHub

Building a Home Lab Link to heading

Setting up infrastructure from scratch with Proxmox, Kubernetes, and proper storage foundations.

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Other Interests Link to heading

When I’m not coding, you’ll find me cooking, baking, smoking meats, fishing, or building Lego sets.