Cost-Efficient Software Systems: Thinking Beyond Build Time Cost efficiency is a key goal for many customers—across both the development and operations phases... Posted by Venkatesh Subramanian on May 25, 2025 · 3 mins read
Defense in Depth for Gen AI and Architectural tradeoffs Recently I was pondering over some latency challenges while implementing Responsible AI guardrails, and decided... Posted by Venkatesh Subramanian on March 30, 2025 · 7 mins read
Back to Basics: Logistic Regression, Energy, Responsibility What is Logistic Regression? Logistic Regression is a fundamental machine learning algorithm used for binary... Posted by Venkatesh Subramanian on February 23, 2025 · 4 mins read
Back to Basics: Linear Regression, Energy, Responsibility Linear regression is one of the simplest Machine learning algorithms, and possibly the most widely... Posted by Venkatesh Subramanian on February 15, 2025 · 6 mins read
DeepSeek, SLM, Sustainability and 2025 The AI world has been obsessed with scale. Bigger models, more data, insane compute power—it... Posted by Venkatesh Subramanian on January 30, 2025 · 3 mins read