Agentic AI Systems
LLM-backed products that do real work: tool-using agents, retrieval pipelines and evaluation harnesses, built to be observable and cost-aware in production.
Claude API · RAG pipelines · Vector stores · Queues · Docker
I'm a self-taught engineer with over nine years of shipping production systems, from event-driven AWS backends to agentic AI. I explain the work as clearly as I build it: in code, in architecture reviews and in writing read by 50K+ developers.
LLM-backed products that do real work: tool-using agents, retrieval pipelines and evaluation harnesses, built to be observable and cost-aware in production.
Claude API · RAG pipelines · Vector stores · Queues · Docker
With over 9 years of hands-on experience, I build responsive, efficient and scalable full-stack systems: modern frontends wired to robust, event-driven backends.
Nest.js · Node.js · PostgreSQL · MongoDB · AWS · Docker · Kubernetes
Event-driven architecture on AWS: Lambda, EventBridge, S3 and Step Functions. Terraform for the infrastructure, zero-downtime deploys for the rollout.
Lambda · EventBridge · S3 · ECS · RDS · Terraform · GitHub Actions
Engaging, accurate content that demystifies hard technical topics. 30+ articles published at LogRocket and elsewhere, read by 50K+ developers.
Tutorials · Deep dives · Docs · Developer education
Pick a 30-minute slot in the calendar below; times show in your timezone. Or ask my digital twin first: it knows the work well enough to tell you whether I'm the right fit. You can also email ganeshmani009@gmail.com.