Notes and articles on distributed systems, AI & ML engineering, cloud infrastructure, and security.
Building an end-to-end sentiment classification pipeline on real-world e-commerce reviews — comparing count-based SVD vs. pre-trained GloVe embeddings, mean-pooled review …
An offensive-security agent is only as good as the scaffolding around the model. Here’s what I had to build to make one actually work — with code and real engagement logs. …
This is my use of the k-means clustering algorithm against the Mall_Customers.csv dataset Reference: …
Ever wish there were a simple, no-nonsense graphical client for S3? I’ve been frustrated by how clunky or overcomplicated most tools are — CyberDuck included — so I decided …
Data Science is a vast field that encompasses various techniques and tools for extracting insights from data. One effective way to learn data science is through hands-on practice …
Kubernetes is a powerful platform for deploying and managing applications in a containerized environment. It provides the tools to automate deployment, scaling, and operations of …