---
title: "Ian Mugambi (@Mugambidev) | Hashnode"
description: "Developer crafting practical AI tools and web apps. Read the latest articles by Ian Mugambi on Hashnode."
url: "https://hashnode.com/@Mugambidev"
---

@Mugambidev

# Ian Mugambi

@Mugambidev · Nairobi, Kenya · Joined April 2025

Developer crafting practical AI tools and web apps.

[Website](https://portfolio-snackoverflows-projects.vercel.app/)

### [GeoPulse: Building an Interactive Geographic Web Application with Mapbox](https://local-ai-assistant-with-ollama-and-flask.hashnode.dev/geopulse-building-an-interactive-geographic-web-application-with-mapbox?utm_source=hashnode&utm_medium=feed)

In today's interconnected world, geographic applications have become essential tools for exploration, navigation, and data visualization. In this article, I'll walk through GeoPulse - a sleek web application that leverages modern web technologies to ...

6 min read · [local-ai-assistant-with-ollama-and-flask.hashnode.dev](https://local-ai-assistant-with-ollama-and-flask.hashnode.dev/geopulse-building-an-interactive-geographic-web-application-with-mapbox?utm_source=hashnode&utm_medium=feed)

[Apr 22, 2025](https://hashnode.com/posts/geopulse-building-an-interactive-geographic-web-application-with-mapbox/6807ecba5e990050d829d37e)

### [Building a Local AI Assistant with Ollama and Flask](https://local-ai-assistant-with-ollama-and-flask.hashnode.dev/building-a-local-ai-assistant-with-ollama-and-flask?utm_source=hashnode&utm_medium=feed)

Learn how to build a privacy-focused AI assistant using Ollama, Flask, and LlamaIndex. Enjoy local LLM access, real-time responses, and offline document Q&A

4 min read · [local-ai-assistant-with-ollama-and-flask.hashnode.dev](https://local-ai-assistant-with-ollama-and-flask.hashnode.dev/building-a-local-ai-assistant-with-ollama-and-flask?utm_source=hashnode&utm_medium=feed)

[Apr 22, 2025](https://hashnode.com/posts/building-a-local-ai-assistant-with-ollama-and-flask/6807cd963982de2b5a334344)