Expertise archive

Expertise

A substantial capability area — what Alexandra is good at, what problems she solves, and what evidence (skills, work, proof, thinking) backs it up.

11entries

AI Observability & Cost Governance

Short labelAI Observability

Short summaryMaking AI features auditable: tracing every model call with tokens, prompts, responses and USD cost, and surfacing it where owners can act on it.

Product Analytics & Visitor Intelligence

Short labelAnalytics & Visitor Intelligence

Short summaryBuilding first-party analytics into products — session tracking, conversion events, live dashboards and real-time alerting — without third-party trackers.

AI Evaluation and Content Intelligence

Short labelAI Evaluation & Content Intelligence

Short summaryEvaluating generated content, retrieval quality, and AI-assisted decisions.

Technical System Design

Short labelTechnical System Design

Short summaryStructuring complex systems into clear components, workflows, contracts and implementation phases.

Full-Stack Product Development

Short labelFull-Stack Product Development

Short summaryBuilding complete web products across interface, application logic, APIs, databases and deployment.

WordPress Platform Engineering

Short labelWordPress Platform Engineering

Short summaryBuilding and improving WordPress systems, Elementor workflows, custom plugins, themes and content-generation tools.

API and Backend Integration

Short labelAPI & Backend Integration

Short summaryBuilding and connecting backend services, APIs, databases and external systems.

Dynamic CMS Architecture

Short labelDynamic CMS Architecture

Short summaryDesigning configurable content platforms where content types, fields, sections, journeys and presentation are managed through the CMS.

AI Workflow Automation

Short labelAI Workflow Automation

Short summaryDesigning multi-step AI workflows that combine generation, validation, human review and safe actions.

RAG and Knowledge Retrieval

Short labelRAG & Knowledge Retrieval

Short summaryBuilding retrieval systems that connect language models with documents, CMS content, metadata and vector search.

Applied AI Systems

Short labelApplied AI Systems

Short summaryDesigning practical AI-powered systems that combine language models, structured workflows, retrieval, tools and application logic.