AI · Agents · Production LLM Systems
I build production LLM systems — agents, RAG, and evaluation pipelines that hold up at scale.
AI Engineer focused on agentic workflows, agent memory architectures, and RAG systems processing 1B+ tokens/month in production.
Analyst — AI & Agent Systems at Future Standard, designing agentic memory architectures and operations-intelligence agent systems.
- 1B+
- tokens/month in production
- 1,500+
- hours/year saved
- $800K+
- ARR growth contributed
PythonJavaScriptC++TypeScriptReactNext.jsFastAPILangchainLangGraphLiteLLMPydanticPyTorchQdrantMongoDBPostgreSQLMySQLDockerKubernetesAWSGitLinearJiraJWTOAuthEmbedded CAssemblyPythonJavaScriptC++TypeScriptReactNext.jsFastAPILangchainLangGraphLiteLLMPydanticPyTorchQdrantMongoDBPostgreSQLMySQLDockerKubernetesAWSGitLinearJiraJWTOAuthEmbedded CAssembly
Experience
Where I've shipped
Selected work
Projects that show how I think
Why work with me
What I bring to a team
AI-first
Production LLM systems — agents, agentic memory, RAG, and evals built for real operational workloads.
LLM tooling
LangGraph + LiteLLM orchestration, retrieval pipelines, and evaluation at 1B+ tokens/month scale.
End-to-end ownership
From schema design to k8s deployment. I ship things that stay up.
Latest writing
Notes from the blog
2026-10-21Patching and mitigating PHP2ShellWhat PHP's two PHP2Shell advisories say, who is exposed, the fixed versions, config and proxy mitigations, and compromise checks for PHP servers.security→2026-10-20The weak eMudhra intermediate CA keysHow eight eMudhra CA keys ended up under 256, the 2025 CRL bug that hinted at it, who blocked them, and how to test and fix curl, Python, Go and Docker.security→2026-10-20PingCAP's TiDB Cloud breachWhat PingCAP confirmed about the TiDB Cloud breach, what FulcrumSec claims, why nothing alerted, what customers should rotate, and GCP and Azure checks.security→2026-08-29CVE remediation at monorepo scale: a practical playbookA playbook for clearing CRITICAL and HIGH CVEs across a monorepo: severity-plus-reachability triage, per-service fix batching, transitive dependency overrides, a trivy CI gate, and an accepted-risk register with expiry dates.infra→2026-08-29Shipping a three-environment CI/CD pipeline from zeroBuilding dev, staging, and prod from an empty repo: per-env Terraform state, separate cloud accounts, deployable PR previews, trunk-based promotion, and expand-migrate-contract for database changes.infra→
Contact
Let's build something reliable.
Available for full-time roles and select freelance projects. Based in Bangalore — open to remote.