Data Magic: Exploring K-means Clustering
Introduction Brief overview of the blog post Hello, fellow engineers! Looking to dive into the magic behind clustering in machine learning? Well, then you've…
Essays & Field Notes
The Journal
Essays on agentic AI and distributed systems, and the architecture that keeps them working under pressure.
total
105
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10 yrs
topics
9
Neural Networks 101: Dive into the Fundamentals
Introduction: Diving into the World of Neural Networks Welcome aboard, folks! We're about to embark on a thrilling journey into the world of neural…
Mastering gRPC Advanced Techniques: A Comprehensive Guide – Part II
Alrighty then! Let's pick up from where we left off in Part 1. Buckle up, and let's dive right in! Implementing gRPC Services Server-side…
Mastering gRPC Basics: A Comprehensive Guide – Part I
Understanding gRPC gRPC and its purpose gRPC is a modern Remote Procedure Call (RPC) framework. But what does that mean? Think of it like…
Improving Your Business with the Kano Model
When developing a new product or adding fresh features to an existing one, it's crucial to understand what our customers want and need. Whether…
Dimensionality Reduction: Why Intelligent Systems Must Forget
Updated December 2025 to reflect modern agentic and autonomous systems Executive Summary Dimensionality reduction is often taught as a performance optimization. That framing misses…
Accelerating Your ML Projects with Automated MLOps Pipelines: Best Practices to Follow
Organizations are harnessing the power of artificial intelligence (AI) and machine learning (ML) to gain insights into customer behavior, operational efficiencies, and numerous other…
Linear Regression: The Foundation of Predictive Analytics
Let's chat about one of the most fundamental techniques in machine learning and statistics - Linear Regression, which forms the backbone of many advanced…
From Good to Great: Regularization as Control, Not Optimization
Updated December 2025 to reflect modern agentic and autonomous systems Executive Summary Most machine learning systems don’t fail because they lack intelligence. They fail…
Mastering Scala Basics: Collections
Scala collections systematically distinguish between mutable (scala.collection.mutable) and immutable (scala.collection.immutable) collections. A mutable collection can be updated or extended in place. This means you…