Shunya Blog

What is InferenceOps? Exploring the Future of AI in Production Systems

AI is reshaping production systems, and InferenceOps is the missing link between model development and real-world impact. As organisations scale...

What is the role of LLMs in Enterprise Automation?

What Is Shunya AI? India’s Own Multimodal Intelligence Platform

The word Shunya means zero—and just like India gave the world zero, we believe India can lead the next leap...

What Is Shunya AI

Zero-Shot and Few-Shot Learning for Regional Workflows

Training a custom model isn’t always practical—especially if you’re an Indian SMB or just getting started. That’s where zero-shot and...

What is Zero Shot and Few Shot Learnings?

Prompt Engineering 101: Making LLMs Work in Hinglish and Beyond

Prompting is half the magic. Especially in India, where our customers don’t speak in plain English. From Hinglish to Marathi-English...

Prompt Engineering for India

How to Evaluate LLM Responses for Accuracy, Tone and Bias

As more Indian businesses deploy LLMs in workflows, ensuring reliable performance becomes non-negotiable. Evaluation helps teams systematically measure if a...

How to evaluate LLM Responses?

The Future of LLMs in Enterprise Automation: Streamlining Operations with AI

Let’s be honest—AI has been a buzzword in boardrooms for years. But what’s different now? Large Language Models (LLMs) are...

What is the role of LLMs in Enterprise Automation?

Fine-Tuning Large Language Models for Enterprise Needs: Best Practices

Large Language Models like GPT-4, Claude, and LLaMA are revolutionising enterprise workflows. But off-the-shelf models often fall short in domain-specific...

Fine-Tuning Large Language Models for Enterprise

From Hinglish to Kannada: Building Multilingual LLM for Bharat

India is home to over 121 languages and 22 scheduled languages, spoken across 6,000+ dialects. Its digital users—especially from Tier...

Multilingual LLM for Bharat

Voice-First AI: The Next Leap for Bharat’s Digital Workforce

India has over 700 million active internet users and is expected to cross 900 million by 2027—with most new users...

Voice First AI

What Is Multimodal AI and Why India Needs It Now

In the fast-evolving world of artificial intelligence (AI), multimodal AI is emerging as a transformative force. Unlike traditional AI models...

Multimodal AI for Indian businesses