Services built around production behavior.
Every engagement is scoped against a real technical problem, starts small by default, and is delivered by a senior engineer who owns the whole path from architecture to implementation.
AI Reliability & Evaluation
Make AI behavior measurable before it reaches users: evaluation suites, regression gates, observability and a real failure taxonomy.
02LLM Cost & Latency Optimization
Cut token spend and response time with measurement, routing, caching and context engineering, never by quietly degrading quality.
03RAG & Document Intelligence
Retrieval, chunking, document processing and evaluation for systems that have to answer from your documents, consistently.
04Conversational AI & Memory
State and memory architecture for assistants that need to remember correctly, forget appropriately, and stay consistent over time.
05Voice AI Systems
Speech pipelines that feel instant and stay stateful: STT/TTS selection, turn-taking, interruption and latency engineering.
06Computer Vision Pipelines & Stacks
Detection, segmentation and OCR pipelines engineered for real imagery: data loops, serving architecture and accuracy you can measure.
07AI Product Engineering
Architecture through complete implementation: AI features built into your product by a senior engineer who owns the whole path.
08Fractional AI Technical Leadership
Senior AI technical leadership part-time: architecture decisions, vendor judgment, hiring guidance and roadmap accountability, without a full-time executive hire.
Every engagement starts small.
A bounded, paid first step lets you judge the engineering before committing to a larger build. The ladder below is the default shape; scoped engagements may stop at any stage.
Not sure which capability fits? Describe the problem; the assessment will tell you.
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