Ana Campaniço

“Senior product leader with experience at Constant Contact, Retention Science, eBay, and Ticketmaster, spanning PLG transformation, AI-driven marketing automation, UX turnarounds, and complex platform migrations. Particularly compelling for roles needing a product executive who can tie user insight, experimentation, and cross-functional execution directly to conversion, revenue, and team growth.”

“ML/AI engineer with hands-on ownership of production document intelligence and GenAI systems, spanning model experimentation, AWS deployment, monitoring, and iterative optimization. Stands out for turning document-heavy workflows into reliable, near real-time products with measurable gains in accuracy, latency, and manual-effort reduction, while also shipping citation-grounded RAG features that drove user trust and adoption.”

“Backend-focused engineer who built an internal wiki LLM chatbot end-to-end using FastAPI, Kubernetes, and ChromaDB vector search, including frontend integration. Also has strong DevOps/migration experience—automating large work-item and repo migrations (Jira/FogBugz/ADO on-prem to cloud) via Python scripts, JSON mappings, REST APIs, and validation test suites.”

“Sourcing/procurement-focused candidate who owned vendor selection and risk planning for an IoT pressure/temperature gauge prototype, partnering with a procurement expert on negotiations. Demonstrates strong operations/process mindset by fixing a sales-to-production handover bottleneck with a simple checklist and managing milestones via master trackers and RACI.”

“Backend-focused full-stack engineer who built an MVP at Neon AI for PhD students: a FastAPI backend integrating multiple cloud and local LLMs plus a RAG pipeline with session/identity management, designed to be modular and extensible across domains. Also has VMware experience debugging production issues and executing safe, API-compatible refactors with staged rollouts and strong security controls.”