Building a Weather ETL Pipeline with Apache Airflow, Astronomer, PostgreSQL, and the Open-Meteo APIJun 5, 2026·7 min read·24
Building Smart GTM Agents with Parallel Web SystemsBuilding Intelligent GTM Agents with Parallel Web Systems: Insights from Hands-On Experiments In the era of AI agents, the bottleneck is no longer model intelligence. It is reliable, real-time access Aug 8, 2026·6 min read
Understanding Kafka From First Principles - A Step-by-Step Beginner WalkthroughMay 23, 2026·3 min read
Solving Slow Change Management in Medical Devices with Product Lifecycle IntelligenceCase Study Analysis 1. The Challenge: Untapped Data in Enterprise Systems A fundamental paradox exists within many modern enterprises: they are data-rich but insight-poor. Sophisticated systems like Product Lifecycle Management (PLM) meticulously co...Nov 2, 2025·4 min read·3
The Great Unlisting:Why Owning Your Reach is the New Mandate for Business SurvivalOct 17, 2025·6 min read·6
How LLMs Are Taking Over Factory Floors: The AI Revolution in Industrial AutomationThe Big Idea: AI That Talks to Machines Imagine controlling a factory with plain English commands—no code, no complex interfaces. Just say, "Increase conveyor speed by 10% and alert me if temperature exceeds 80°C," and the system understands and acts...Sep 7, 2025·4 min read·1
Integrating the 14 Failure Modes of Multi-Agent LLM Systems into an FMEA Framework: A Deep Technical AnalysisMulti-agent systems (MAS) powered by Large Language Models (LLMs) offer scalable, modular, and collaborative AI capabilities. However, reliably engineering such systems requires careful mitigation of complex, interwoven failure modes. The Multi-Agent...Aug 9, 2025·7 min read·3
The Concept That Transformed AI: Hands-On Implementation of the TransformerA Starter-Friendly PyTorch Implementation of "Attention Is All You Need"Jul 19, 2025·7 min read·10
