Amitabha Sinha

Fine-Tuning Public LLMs with Internal Data

Large Language Models (LLMs) have transformed enterprise AI, but deploying them against proprietary internal data introduces two critical challenges: hallucination — where the model generates plausible but incorrect information — and poor contextualization, where responses lack the domain specificity required for business use.   This whitepaper presents a structured framework for fine-tuning

The Rise of the Digital Evangelist: Bridging Technology and People

In an era where technology evolves faster than most organizations can adapt, a unique role has emerged at the intersection of technical expertise and human connection: the digital evangelist. What Is a Digital Evangelist? A digital evangelist is someone who advocates for technology adoption, not through sales pitches, but through