Shailendra Prajapati

9 posts

Tailoring LLMs: A Guide to Fine-Tuning for Specific Tasks

Introduction: Why FineTune Pretrained Models? In the realm of Natural Language Processing (NLP), Large Language Models (LLMs) like GPT3, BERT, and LLaMA have revolutionized the way machines understand and generate human…

May 1, 2025

Decoding Language: The Art of Tokenization and Embeddings

How machines learn to speak our language one token at a time. Imagine you're trying to learn a new language say, Japanese. On your first day, you’re handed a paragraph in kanji. No spaces. No familiar letters. Just…

April 25, 2025

Smarter Automation With Burr: The Future of Decision-Making

Burr – a stateful AI decision engine that allows developers to build structured, interactive AI workflows efficiently. In this article, we will: ✅ Explore Burr's stateful AI workflow ✅ Build an AIpowered chatbot using…

March 25, 2025

How AI is Redefining the Fight Against Climate Change

Introduction As we grapple with the escalating climate crisis, the juxtaposition of artificial intelligence (AI) presents a compelling paradox. On one hand, training a single large language model (LLM) emits over 300…

March 20, 2025