Architecting high concurrency backend systems, cloud native infrastructure, and production grade Agentic AI.
┌─────────────────────────────────────────────────────────────────────────┐
│ AI Architecture ──► RAG, Multi Agent (LangGraph), MCP Integration │
│ Cloud & Infrastructure ─► Kubernetes (DRA / RBAC), Docker, AWS │
│ Backend Systems ──► Python, C, High Throughput Streaming (Kafka) │
│ Domain Expertise ──► Healthcare Interoperability (openEHR, FHIR) │
└─────────────────────────────────────────────────────────────────────────┘
- 🤖 AI Engineering & Orchestration: Designing enterprise RAG pipelines, multi agent orchestrations with LangGraph, and custom Model Context Protocol (MCP) servers.
- ☁️ Cloud-Native & Systems: Active contributor to the Kubernetes ecosystem (Spiderpool), specializing in Dynamic Resource Allocation (DRA) and low latency C systems.
- ⚡ Distributed Systems: Engineering high concurrency microservices, real time message streaming, and low latency caching architectures using Python, Apache Kafka, Redis, and PostgreSQL.
- 🏥 Healthcare Interoperability: Building compliant, production grade data pipelines using openEHR and HL7 FHIR frameworks.
Languages │ Python • C • JavaScript / TypeScript • SQL
Backend │ FastAPI • Django • NestJS • Express.js • Apache Kafka • Redis
AI & RAG │ LangGraph • LangChain • MCP • Vector DBs (PgVector) • Gemini / OpenAI APIs
Cloud & Ops │ Kubernetes (DRA / RBAC) • AWS (EC2, S3, RDS) • Docker • GitHub Actions • Sentry
Databases │ PostgreSQL • PostGIS • PgVector • MySQL • SQLite
Frontend │ React.js • Next.js • Tailwind CSS • Framer Motion • TanStack Query
kubernetes / Spiderpool-io
Merged • Dynamic Resource Allocation (v1.36)
Implemented RBAC enhancements for Kubernetes resource claims under the new Dynamic Resource Allocation (DRA) framework.
OpenClimateFix
Merged • Observability & Monitoring
Integrated Sentry logging, trace propagation, and application health monitoring into core services.
cryptotoolbox
In Review • Performance Optimization
Low-level memory alignment optimizations for a C based high frequency matching engine.
"Make it work, make it right, make it fast." — Kent Beck


