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11 published articles
Engineering Blog

Technical Deep Dives

In-depth articles on data engineering, automation, and systems architecture. Written from production experience across healthcare, fintech, and infrastructure.

Articles

11

Total Reading

206 min

Topics

9

Data EngineeringFeb 11, 202622 min

Revenue Leak Investigation: Medallion Architecture in Production

How a lakehouse on Apache Spark and Delta Lake diagnosed a EUR 2.1M payment gateway failure in 4 hours. Full technical walkthrough with PySpark, MinIO, and systematic root cause analysis.

EUR 2.1M root cause isolated in 4 hours across 750K+ events
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LeadershipFeb 10, 202616 min

The Data Leadership Playbook: Your First 100 Days

Field-tested framework for new data leaders — the decisions, relationships, and deliverables that determine success in the first 100 days.

100-day playbook refined across 3 leadership transitions
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GovernanceFeb 8, 202614 min

The ROI of Data Governance: Turning Compliance into Competitive Advantage

How to measure governance impact, defend it to the board, and build a program that pays for itself in the first year.

4-pillar ROI framework + 90-day implementation playbook
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AI / MLDec 10, 202524 min

AI Agent Architecture: From Theory to Production Multi-Agent Systems

Deep dive into reasoning engines, memory systems, tool integration, and orchestration patterns for production-grade AI agents.

10 interactive visualizations — D3, Canvas, force-directed graphs
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AutomationDec 2, 202518 min

Scaling Business Growth: Building Autonomous Intelligence Agents

Python, SQLite, and MLflow powering outbound intelligence across funnels.

40% increase in qualified pipeline velocity
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GeospatialNov 28, 202512 min

Vietnam Flood Monitoring System

Real-time satellite feeds, interactive maps, and ML-powered predictions for disaster response planning.

Real-time disaster response platform with satellite ML integration
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InfrastructureNov 25, 202519 min

Production-Grade Proxmox Infrastructure

Architecting for 99.99% uptime with consumer hardware and enterprise software.

99.99% uptime achieved with 75% cost reduction vs. managed cloud
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AI / MLNov 25, 202521 min

Building a Full AI Stack on Proxmox

Self-hosted LLMs, vector stores, and agents running on enterprise hardware.

Full AI stack on bare metal with zero cloud dependency
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StrategyNov 25, 202513 min

The Future of Data Engineering is Automated

Automation patterns that keep teams shipping measurable outcomes.

Framework for 80% manual workload elimination through systematic automation
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GeospatialNov 25, 202519 min

Geospatial Data Processing with PostGIS and GeoServer

PostGIS + GeoServer workflows for massive datasets and WMS delivery.

Production geospatial pipeline processing millions of spatial records
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SecurityNov 20, 202528 min

Cybersecurity and Ethical Hacking: A Comprehensive Guide

From CIA triad fundamentals to advanced exploitation, privilege escalation, and defense-in-depth strategies.

18-chapter reference covering network, web, system, and wireless security
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I write about systems I've built and patterns I've observed in production. Always happy to trade insights with other engineers.