Blog
Practical notes on applied AI delivery, production ML, and case learnings from real-world systems.
case-notes
Case Notes: Viroom Interior Fitting Room
Building a reliable hybrid AI experience for interior fitting.
case-notes
Case Notes: MobilEA
Integrating CV and optimization in a mobility workflow.
case-notes
Case Notes: Steve Trading Bot
From backtests to controlled live rollout in trading systems.
case-notes
Case Notes: AgrigateVision
Lessons from deploying agriculture CV under variable conditions.
rag
RAG Architectures in Production
Patterns for retrieval-augmented generation that survive real data and latency constraints.
production-ml
Production ML Failure Modes
The failure modes that break ML in real-world deployments and how to avoid them.
applied-ai
Applied AI Is Not a Web Service
Why production AI fails when treated like a standard SaaS feature.