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Engineering Insights

Technical deep dives, architecture decisions, and lessons learned from building real systems for real businesses.

AI Engineering 12 min read

Building Predictive Maintenance Pipelines: Lessons from Monitoring 2,400+ Industrial Assets

How we architected an end-to-end IoT-to-ML pipeline for a multi-site industrial operator — from sensor ingestion to remaining useful life prediction at scale.

Mar 2024Read
Software Engineering 10 min read

Clean Architecture with .NET 8: CQRS, MediatR, and Why It Matters

A practical guide to implementing Clean Architecture in .NET — with real patterns from production codebases serving enterprise clients.

Feb 2024Read
Manufacturing 8 min read

AI on the Factory Floor: From OEE Dashboards to Predictive Maintenance

How AI is transforming manufacturing operations — from real-time production analytics to predictive maintenance systems that prevent unplanned downtime.

Jan 2024Read
Cloud & AI 11 min read

Azure OpenAI for Enterprise: Architecture Patterns and Security Considerations

A deep dive into deploying Azure OpenAI in enterprise environments — including network isolation, data residency, and responsible AI guardrails.

Dec 2023Read
SaaS 9 min read

Multi-Tenant SaaS Architecture: Database Per Tenant vs Shared Schema

The trade-offs of different multi-tenancy strategies — with real performance benchmarks and cost analysis from SaaS products we've built.

Nov 2023Read
Mobile 7 min read

React Native for Enterprise Apps: What We Learned Building LeavePlan

Lessons from building a cross-platform leave management SaaS with React Native and Expo — including multi-tenant patterns, Supabase integration, and OTA updates.

Oct 2023Read

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