AI integrations
Connect useful AI capabilities to your product, internal tools, data, and existing business workflows with secure, maintainable interfaces.
02 / SERVICES
AI integrations that survive contact with production.
Focused engineering for teams turning LLMs, computer vision, and machine learning into dependable product workflows, not isolated demos.
LLM integration & AI agents
RAG, tool use, structured workflows, evaluation, observability, and secure product integration.
Explore LLM integration consulting ↗02 / SPECIALIST SERVICEComputer vision engineering
Detection, tracking, datasets, video analytics, GPU optimization, and edge deployment.
Explore computer vision consulting ↗LLM workflows & agents
Design tool-using workflows with retrieval, structured outputs, approvals, retries, evaluation, tracing, and clear operational boundaries.
LLM product integration
Model selection, provider abstraction, prompt systems, streaming UX, cost controls, guardrails, and production observability.
Computer vision systems
Object detection, segmentation, tracking, OCR, video understanding, data workflows, quality evaluation, and edge inference.
Production AI pipelines
Training infrastructure, model serving, APIs, queues, monitoring, versioning, and repeatable deployment workflows.
AI product prototyping
Turn a promising use case into a focused prototype, benchmark, architecture, and realistic production roadmap.
LLM SYSTEMS
Make the model one reliable part of the system.
Strong LLM products combine flexible reasoning with deterministic permissions, validation, observability, and recovery paths. I help teams design that full loop.
HOW I WORK
Diagnose. Prove. Build. Transfer.
- DiagnoseClarify the operating constraints, data, security boundaries, success metric, and deployment environment.
- ProveBenchmark the riskiest assumptions early with representative tasks and a focused prototype.
- BuildEngineer the workflow, interfaces, evaluation, observability, and operational safeguards.
- TransferDocument decisions and make sure your team can own, measure, and improve what ships.