Index

Friday, July 18, 2025

Data Story AI: From Static Reports to Dynamic Conversations

I built Data Story AI as a personal project to bridge the gap between data and decisions - a challenge I’ve seen repeatedly in organizations. As someone who’s worked closely with both data and business teams, I wanted a tool that automates the journey from business question to actionable insight. Data Story AI is my answer: a showcase of product thinking, system design, and hands-on coding, built to turn raw data into real decisions - instantly.

Monday, July 7, 2025

Mermaid Slides: Instantly Turn Your Mermaid Diagrams into Interactive Presentations

I created Mermaid-Slides.com to solve a common developer pain: transforming the Mermaid diagrams in your Markdown files into interactive, beautiful presentations - instantly, with zero configuration, and without ever sending your data to external servers. Just paste your Markdown, and you’re ready to present.

Monday, April 21, 2025

I developed a MCP Server for Cryptographic Hashing in Your LLM

Check out the MCP Server I developed, that can be integrated with AI assistants like Copilot or Claude to reliably calculate cryptographic hashes like MD5 or SHA-256 on the fly.

In this blog post I will provide more details about the server, where to find it and how to use it.

Thursday, April 10, 2025

Understanding Model Context Protocol (MCP) and Agentic AI

You've likely been hearing more about "Model Context Protocol" lately. But what does it really mean?

In this blog post, I'll break down the concept of Model Context Protocol (MCP) and its significance in the realm of Agentic AI.

Sunday, March 16, 2025

Simple & practical guide to Data Modeling

I have created a beginner-friendly guide to Data Modeling with practical examples, visual diagrams, and tool recommendations for building better data systems.

Sunday, January 26, 2025

Understanding Agentic AI and Tool Calling: A Simple Chatbot Demo

You've likely been hearing more about "Agentic AI" lately, especially with announcements like OpenAI's "Operator" and Claude's "Computer Use". But what does it really mean for AI to be "agentic" and use "tools"?

Wednesday, November 13, 2024

Navigating the New Era of AI Regulation: Insights from the Data Leaders Meetup

I recently shared my research on data governance for AI systems at the Data Leaders meetup.

Sunday, November 3, 2024

A quick summary of the EU AI Act

Excited to share my overview of the EU AI Act!

This deck breaks down the key points of the regulation and what it means for the future of AI in Europe.

Sunday, October 20, 2024

Introducing MultiAI-Query: Your Unified Tool for Engaging Multiple AI Models

I'm excited to announce that MultiAI-Query is now open source.

I developed MultiAI-Query to seamlessly interact with multiple AI language models simultaneously, including OpenAI, Mistral, LLaMA, Groq, and Google Gemini, all in one place.

Saturday, October 12, 2024

Presenting My Research on Versioning Strategies for Data Science & ML Projects

I recently had the privilege of presenting my research on Data Version Control (DVC) at the Experts Meetup hosted by the Cloud Centre of Excellence at Vodafone Germany's Düsseldorf campus.

In my paper, I delved into various versioning strategies tailored for Data Science and Machine Learning projects, highlighting the importance of reproducible and collaborative research methodologies.