PinnedInTowards AIbyAbinaya Subramaniam·Oct 17Jev as a Quiet Layer Before the LLM: Building a Prompt-Aware Model RouterNot every prompt needs the same LLM. A greeting does not need a 120B reasoning model, and a question about today’s exchange rate is…
PinnedInLinkITbyAbinaya Subramaniam·May 24GEO Is Replacing SEO in the AI-Driven Search ShiftMeet Abi, who regularly checks her website traffic to understand how people are finding her content.A response icon3A response icon3
PinnedInLinkITbyAbinaya Subramaniam·Mar 19A Fuzzy Logic Approach to Enhanced Football TrackingWhen you watch a football or cricket match on TV, you might notice that the broadcasters highlight the ball and sometimes draw its…
PinnedInTowards AIbyAbinaya Subramaniam·Dec 4, 2025How PySpark and Databricks Power Large-Scale Data ProcessingCurrently, data has quietly become the fuel that powers almost every product, decision, and business strategy. Let’s say you open Netflix…
PinnedAbinaya Subramaniam·Dec 19, 2025The Challenger Disaster. The Most Expensive Data Visualization Mistake in HistoryCan you believe that a poorly designed chart can cost human lives? We often think of data visualization as something cosmetic. Just nice…
InLinkITbyAbinaya Subramaniam·Jul 30Why Send Data When You Can Send the Model? The Case for Federated LearningFor most of machine learning’s history, the process has followed a simple pattern. We collect data from many sources, move it all into one…
InLinkITbyAbinaya Subramaniam·Jun 16The 6 Layers That Power How Large Language Models Deliver AnswersEvery time we type a question into ChatGPT, Claude, or Gemini and press Enter, something interesting happens. Within seconds, thousands of…
InLinkITbyAbinaya Subramaniam·Apr 24Enhancing Statistical Estimates with Bootstrap and Jackknife TechniquesImagine drawing a conclusion about an entire population from just a single sample. You calculate a number (we call it statistic), the…
Abinaya Subramaniam·Mar 7Trying to Understand Azure. Notes from My Learning Journey So Far.I opened the Azure portal for the first time and stared at over 200 services listed in a sidebar. Functions. Logic Apps. Container Apps…
Abinaya Subramaniam·Jan 29Using Docker to Make Applications Deployment ReliableFirst, Imagine this situation.. An application works perfectly on a developer’s laptop but fails on another developer’s system or in…
