Services
Engagements I take on end-to-end.
From short discovery sprints to multi-quarter platform builds — here's how I partner with teams.
AI Agent Systems
Production-grade multi-agent orchestration with LangGraph — from prototype to scaled deployments.
- LangGraph supervisor
- Tool calling
- Streaming responses
GraphRAG Pipelines
End-to-end knowledge graph construction, entity linking, and multi-hop retrieval over your data.
- Entity extraction
- AWS Neptune
- Multi-hop reasoning
Production LLM Apps
Full-stack LLM applications with FastAPI backends, SSE streaming, and Langfuse observability.
- FastAPI
- Token-level traces
- Cost dashboards
Data Pipelines
Reliable ETL with Snowflake / PostgreSQL, validation, and observability baked in from day one.
- ETL automation
- Anomaly detection
- Data quality gates
Cloud Deployment
Docker-first deployments to AWS / Azure with zero-downtime CI/CD and infrastructure-as-code.
- Docker
- AWS / Azure
- Zero-downtime CI/CD
AI Consulting
Architecture reviews, proof-of-concepts, and team enablement for AI-first product launches.
- Architecture audits
- PoC sprints
- Team enablement