Aug 8, 2025Mar 11, 202611 min
Scalable model training and evaluation: rigor before compute
How to standardize model training and evaluation to scale ML with comparable metrics, visible cost, and reproducible results.
MLScalability
Aug 2, 2025Mar 11, 202611 min
Semantic search for ecommerce: relevance, control, and ROI
How to design semantic search for ecommerce with hybrid ranking, observability, and an experience that actually converts.
AISearch
Aug 1, 2025Mar 11, 202613 min
Personalized recommendations for ecommerce: how to increase revenue with control
How to design personalized recommendations for ecommerce with better conversion, AOV, and operational control over ranking.
AIRecommendations
Jul 31, 2025Mar 11, 202612 min
Chatbot for ecommerce: how to increase sales and loyalty with operational control
How to design an ecommerce chatbot that reduces friction, improves conversion, and scales without becoming operational debt.
AISuccess Stories
Jul 30, 2025Mar 11, 202611 min
Deployment automation with CI/CD: less risk and more delivery cadence
How to move from manual deployments to governable CI/CD with validation, rollback, and observability in real teams.
DevOpsInfrastructure
Jul 29, 2025Mar 11, 202610 min
Ecommerce scalability on Kubernetes: absorb spikes without overspending
How to scale an ecommerce platform on Kubernetes and AWS to handle demand spikes without inflating baseline cost or operational risk.
InfrastructureScalability
Jul 28, 2025Mar 11, 202612 min
Cloud migration without downtime: how to move workloads with control and rollback
How to execute a phased cloud migration with rollback, observability, and business continuity without improvisation.
InfrastructureMigration