Services
AI architecture services for serious technical teams.
Focused advisory and implementation support for founders, CTOs, AI platform teams, and infrastructure companies moving from experiments to production systems.
Offer Map
Choose the problem surface.
Each engagement is designed around a concrete architecture constraint: agent reliability, retrieval quality, backend infrastructure, platform deployment, or technical adoption.
AI Architecture Advisory
I provide senior architecture guidance for teams moving AI products from vague ambition to a production-ready operating model.
- Clarify system boundaries, platform choices, and delivery risk
- Define POC-to-production roadmap for AI-native products
- Review reliability, governance, evaluation, and deployment strategy
LangGraph Consultant
I help you design agentic workflows with explicit state, deterministic routing, short/long-term memory, robust fallbacks, and human-in-the-loop validation gates.
- Model agent workflows as debuggable state machines
- Reduce brittle tool-calling and hidden orchestration behavior
- Build evaluation paths for multi-agent reliability
RAG Infrastructure Consulting
I optimize retrieval quality, precision grounding, querying latency, and user trust for knowledge-heavy, vector-driven AI systems.
- Design hybrid retrieval and pgvector indexing strategy
- Improve chunking, ranking, grounding, and answer quality
- Create evaluation datasets and regression loops for RAG
AI Platform Engineering
I build maintainable backend systems for AI platforms, leveraging async FastAPI workflows, structured schemas, queue-based workers, and robust cloud/container topologies.
- Ship FastAPI AI services with production contracts
- Design queues, traces, workers, model gateways, and cost controls
- Deploy workloads across cloud, container, and enterprise environments
DevRel Engineering Partnerships
I turn complex AI infrastructure products into credible reference architectures, production-grade templates, and developer adoption assets.
- Build reference architectures and demos that developers trust
- Create technical writing that speaks to senior engineers
- Translate infra value into implementation-ready education
Fractional AI Architect
I join your team as a fractional architect to bring senior solutions judgment, review infrastructure plans, and mentor builders before a full-time hire is needed.
- Review architecture and unblock technical decisions
- Mentor engineers on AI-native delivery patterns
- Create delivery cadence for production AI initiatives
Work With Me
Bring an AI system worth architecting.
Bring the hard system constraint: retrieval quality, agent failure modes, latency, evaluation, deployment topology, or technical market education.