Who is Munna Suprathik?

Munna Suprathik is a Generative AI Engineer based in Bengaluru, India. He builds production RAG systems, multi-agent pipelines, and LLM-powered apps, and works across Claude, GPT, and Gemini.

What does Munna Suprathik do?

He builds RAG systems, AI agents and chatbots, LLM-powered web apps, AI integrations into existing products, and Shopify stores. His deeper focus is agentic systems and automation with LangGraph, MCP, and A2A.

Is Munna Suprathik available for hire?

Yes. He takes on freelance and contract work. The fastest way to reach him is email at hello@munnasuprathik.com or LinkedIn.

What has Munna Suprathik built?

Live products include Tend, an agentic task app; Margam AI, a RAG study-abroad platform; Dissect, a viral-content analysis SaaS; and Quiccle, an AI discovery hub.

What is Munna Suprathik's tech stack?

Python, LangChain, LlamaIndex, LangGraph, vector search, Pinecone, Cohere Rerank, HyDE, parent-child chunking, LLM-as-judge evaluation, function calling, MCP, A2A, and LoRA and PEFT fine-tuning. He builds across Claude, GPT, and Gemini.

Notes · Munna Suprathik

Cutting a Feature From Tend

By Munna Suprathik, Generative AI Engineer.

This one is not about a bug. It is about deleting something I was proud of, which turned out to be harder.

I built a feature for Tend that did more, showed more, and handed the user more control. On paper it was the good kind of powerful. Then I watched real people use it, and every single one of them paused when they hit it. More options meant more deciding, more deciding meant less doing, and the whole point of Tend is to turn a messy brain-dump into scheduled tasks without making you think about the tool.

A single leaf, pared back — Less in the hand, more gets done.

So I removed it. Deleting your own work feels like admitting the time was wasted, and it takes a second to get past that. But a product that quietly works beats a clever one that makes someone stop and figure it out, and I would rather ship less and have it feel obvious.

Cutting it made Tend better. My ego recovered by the next commit.

The feature made the app more impressive in a screenshot and worse in a hand.