Posts | The Pipeline

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

Adaptive RAG in AI Engineering

What are Adaptive Software Applications? Modern software applications are increasingly expected to adapt dynamically to...

Posted by Venkatesh Subramanian on December 25, 2024 · 5 mins read

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