RedSentinel Development Journey: From Research Prototype to Production-Ready AI Security Tool
A comprehensive look at the RedSentinel development process, including problem-solving, technical breakthroughs, and building a production-ready AI...
🤖 AI & Machine Learning
Deep learning, neural networks, LLMs, and ML engineering
Blog Posts
RedSentinel: From Research Prototype to Production-Ready AI Security Tool (Part 1)
A comprehensive look at how RedSentinel evolved from an overfitting research prototype to a production-ready AI security tool through systematic pr...
Building AI-Ready Data Center Networks: My Journey with EVPN-VxLAN on NVIDIA Air
As AI workloads push the boundaries of data center networking, I explore how EVPN-VxLAN can meet these demanding requirements through hands-on expe...
Getting Started with Transformers for NLP
Learn how to use pre-trained transformer models like BERT for text classification, named entity recognition, and more.
Tutorials
Building a Neural Network from Scratch in Python
intermediateUnderstand neural networks by implementing one using only NumPy