AI
Scalable model training | Rigor before compute
How to standardize model training and evaluation to scale ML with comparable metrics, visible cost, and reproducible results.
AI
Semantic search for ecommerce | Relevance and ROI
How to design semantic search for ecommerce with hybrid ranking, observability, and an experience that actually converts.
AI
Personalized recommendations | Ecommerce ROI
How to design personalized recommendations for ecommerce with better conversion, AOV, and operational control over ranking.
AI
Ecommerce chatbot | Sales and loyalty
How to design an ecommerce chatbot that reduces friction, improves conversion, and scales without becoming operational debt.
Cloud Infrastructure
CI/CD deployment automation | Lower-risk releases
How to move from manual deployments to governable CI/CD with validation, rollback, and observability in real teams.
Cloud Infrastructure
Ecommerce on Kubernetes | Handle traffic spikes
How to scale an ecommerce platform on Kubernetes and AWS to handle demand spikes without inflating baseline cost or operational risk.
Cloud Infrastructure
Cloud migration | No-downtime guide
How to execute a phased cloud migration with rollback, observability, and business continuity without improvisation.