Enterprise AI Architecture
Where LLMs belong in the enterprise stack — gateways, grounding, evaluation, cost control and governance — without letting a model become the system of record.
Related notes
Speaking
Topics available for technical talks
Practical architecture sessions for engineering teams, meetups and internal forums — drawn from delivery practice by Sanjeev Kumar, Application Architect. This page lists available topics; it does not claim a public speaking calendar.
How sessions are framed
Talks favour decision clarity over slide-deck tourism: constraints, tradeoffs, operability and what to refuse. Format can be a 30–45 minute talk, a deeper workshop segment, or an architecture clinic. For background and named engagements, see the profile and case studies.
Java Application Architecture
Module boundaries, API-first contracts and production readiness for enterprise Java platforms on Spring Boot.
Related notesSpring Boot & Microservices
Service boundaries, resilience patterns, strangler-fig migration and operational ownership for squads shipping microservices.
Related notesKubernetes for Enterprise Workloads
Container platforms that stay operable: probes, resources, release safety, networking and the controls regulated programmes expect.
Related notesCloud-Native Architecture (GCP & AWS)
Networking, platform controls, CI/CD and FinOps-aware delivery on GCP as primary cloud with AWS as a strong second.
Related notesRAG for Enterprise Knowledge
Retrieval-augmented generation grounded in HLD/LLD, ADRs and API contracts — citations, evaluation and guardrails.
Related notesAI Agents in Delivery
Agentic tooling that accelerates design and review while staying auditable — when to use agents, and when not to.
Related notesDistributed Systems & Event-Driven Design
Kafka-backed domain events, outbox, saga and exactly-once business outcomes for transaction-critical platforms.
Related notesThe Architecture Brief
A planned short newsletter on architecture tradeoffs, event-driven design and enterprise AI — working title The Architecture Brief. No mailing-list signup is live on this site yet; until then, follow LinkedIn and the writing section for new notes.
Related
- Free architecture resources — checklists and ADR template
- Architecture hub
- Resume
- Contact