2025 marked the shift from experimenting with AI to relying on it. In this retrospective, I explore how AI killed the ‘tedious task’ but failed the ‘context test’—specifically sharing why OpenAI, Claude, and Gemini all couldn’t fix a complex protoc dependency that still required a human engineer.
2025 Retrospective: How AI Changed the Way I Engineer Read More »
Learn how to build a powerful, low-cost AI social media scheduler using n8n and DeepSeek. Automate content creation, shorten links, and schedule Twitter posts—without paying for Buffer, Hootsuite, or ChatGPT
Automate Social Media Like a Pro (Almost Free): Using n8n + DeepSeek AI Read More »
Looking for the best books on data analytics and AI agents? Discover top-rated titles with summaries, user reviews, and expert recommendations for every data enthusiast and AI innovator.
10 Best Books on Data Analytics with AI Agents – Read Before You Build! Read More »
Learn how LLM + MCP synergy revolutionizes complex tasks. An Apache Airflow 3.0 case study demonstrates auto-updating DAGs and overcoming AI limitations.
Explore how AI in data engineering is shaping the future. This 2025 guide helps new grads build the skills, tools, and mindset to thrive in a cloud-driven, AI-first world.
Data Engineering in 2025: A Practical Guide for New Grads Entering the AI-First Era Read More »
AI isn’t coming for data engineering — it’s becoming part of it. In this post, I explore how Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and Model Context Protocol (MCP) are transforming how data engineers build, query, and integrate modern data systems. Real-world tools like Cline, Cursor, and DuckDB show that the AI future of data engineering is already here.
The AI Wake-Up Call for Data Engineers: Why LLMs + MCP Matter Now Read More »
Discover how to utilise LLM for data visualization by generating SQL queries using LLMs and building charts with Seaborn and Plotly. Learn how AI agents transform EDA and analysis.
LLM for Data Visualization: How AI Shapes the Future of Analytics Read More »
We will demonstrate the construction of an AI agent from inception using LangChain and DuckDB. We can address business inquiries without SQL expertise.
How to Build an AI Agent for Data Analytics Without Writing SQL Read More »
