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Amrita Thavrani

Amrita Thavrani

Look-Alike, Mean-Different: A Field Guide to AI’s Most Confused Terms

Ever sat in a meeting wondering, “Wait… is Mixtral a company or a model?” You’re not alone. The world of AI and ML is packed with terms that sound like twins but mean very different things. It’s easy to mix up Mistral and Mixtral, confuse embeddings with encodings,

By Amrita Thavrani 20 Jul 2025

AI/ML Terms Explained Simply - Part2

This post is a continuation from the previous one explaining basic terms in the AI/ML space. In this post, we cover the key terms like model training, overfitting, underfitting, tokenization, embeddings and Inference. To train a model, whether it’s a basic regression model or a massive LLM, we

By Amrita Thavrani 05 Jul 2025

AI/ML Terms Explained Simply - Part1

In today’s world, Artificial Intelligence (AI) is no longer just a futuristic concept, it’s here, integrated into our daily tools and workflows. AI refers to systems or machines that mimic human intelligence to perform tasks like understanding language, recognizing images, making decisions, or learning from data. It’s

By Amrita Thavrani 05 Jul 2025
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What was that again?

Helping Technical Program Managers turn ‘What was that again?’ into ‘Got it.’