Principal Solutions Architect working on enterprise AI infrastructure — GPU platforms, agentic systems, and the unglamorous problem of making them run safely inside real organisations.
Most of what I build starts as a question from a customer: can this actually work here, and can we prove what it did? The repos below are public-safe versions of that work.
Enterprise agent observability — instrumenting multi-agent workflows with OpenTelemetry's GenAI semantic conventions on a self-hosted stack (OpenLIT, ClickHouse, LiteLLM, Perses). The question I'm chasing: how do you produce audit-grade agent traces when you're not permitted to record the content? The specification leaves that tradeoff to implementers. Enterprises with real audit requirements don't have that luxury.
Work in progress — notes and findings published as I go.
| meetings | Multi-agent AI system where each agent runs in its own gVisor Kubernetes sandbox. LangGraph orchestration, RAG with pgvector, FastAPI + Next.js. |
| defence-ops | Tactical operations dashboard — four live video feeds analysed by a vision-language model. KServe inference endpoints, Kafka telemetry, microservice architecture. |
| satellite | Headquarters and a disconnected edge sharing only what matters — broadcast descriptions, request the data. Edge-to-core streaming with VLM integration. |
| manufacturing-co | Factory telemetry lakehouse with an isolated AI assistant. Medallion architecture on Kafka, Iceberg, S3. |
| catchx | Fraud detection pipeline — medallion architecture across Kafka, HBase, Iceberg, Hive and Delta Lake. |
| lawfirm-co | Case management with AI-assisted document analysis. Next.js, FastAPI, PostgreSQL. |
Most of these are built for a specific enterprise AI platform and say so in their README — they're reference implementations rather than turnkey projects. The patterns transfer; the deployment assumes that platform.
I publish build notes and architecture write-ups at erdincka.github.io.
20+ years across infrastructure, storage, data platforms and AI, working with organisations in nearly every sector. Currently Principal Solutions Architect, Data & AI. NVIDIA-Certified Associate (AI Infrastructure and Operations). Spoke on agentic AI at AI Summit London 2025.
Python · Go · TypeScript · Kubernetes · OpenTelemetry · LangGraph · MCP
📍 London