---
title: "Govinda Bobade (@datavishwa) | Hashnode"
description: "Principal Data Scientist  | AI & Machine Learning | Large Language Models. Read the latest articles by Govinda Bobade on Hashnode."
url: "https://hashnode.com/@datavishwa"
---

@datavishwa

# Govinda Bobade

@datavishwa · Joined July 2024

Principal Data Scientist | AI & Machine Learning | Large Language Models

### [Building a RAG-Powered Chatbot with Streamlit, OpenAI, and Google Cloud](https://datavishwa.hashnode.dev/building-a-rag-powered-chatbot-with-streamlit-openai-and-google-cloud?utm_source=hashnode&utm_medium=feed)

Deploying a Retrieval-Augmented Generation (RAG) application to the cloud can be a challenging yet rewarding endeavor. In this blog post, I'll walk you through creating and deploying a document-based chatbot that allows users to upload documents, pro...

4 min read · [datavishwa.hashnode.dev](https://datavishwa.hashnode.dev/building-a-rag-powered-chatbot-with-streamlit-openai-and-google-cloud?utm_source=hashnode&utm_medium=feed)

[Mar 23, 2025](https://hashnode.com/posts/building-a-rag-powered-chatbot-with-streamlit-openai-and-google-cloud/67e035ad2f69b06ad0b1a8f2)

### [Confusion Matrix - Why So Confusion?](https://datavishwa.hashnode.dev/confusion-matrix-why-so-confusion?utm_source=hashnode&utm_medium=feed)

Ever looked at a Confusion Matrix and thought, "Is this a trick question?" Don’t worry—you’re not alone. The Confusion Matrix is like the tricky Rubik’s Cube of data science: colorful, but oh so confusing. Let’s break it down in a fun, easy way so it...

3 min read · [datavishwa.hashnode.dev](https://datavishwa.hashnode.dev/confusion-matrix-why-so-confusion?utm_source=hashnode&utm_medium=feed)

[Sep 16, 2024](https://hashnode.com/posts/confusion-matrix-why-so-confusion/66e80e22a144d8dcf7672075)