Antoine Caille

• Own product direction and lead frontend engineering (Next.js, TypeScript) for a multi-agent offensive-security platform, from the core application to real-time agent-analysis interfaces. • Design the human-AI interface where security teams collaborate with autonomous agents, translating orchestrator-to-specialist delegation and multi-step reasoning into clean, trustable UX. • Build production AI agents on Google ADK with MCP tool integrations and A2A inter-agent protocols, wiring backend orchestration directly into the product surface. • Designed and shipped the public marketing site, positioning the product and its agentic use cases to the security market. • Previously built the platform's early infrastructure (RAG pipelines, Rust backend services, Docker/Kubernetes deployments) before moving full-time to product and agent development.

• Built a sales-forecasting POC end-to-end using XGBoost, from training pipeline to interpretability analysis, surfacing the key drivers behind sales variation. • Contributed to an RFP response on data transformation, translating business needs into technical scoping and a concrete analytical approach.

• Built a FastAPI service that auto-generated custom backends for client marketing-campaign websites. • Built an email-engagement tracking pipeline over Kafka and PostgreSQL to capture and store campaign metrics. • Deployed services on Azure Kubernetes with Grafana monitoring for runtime observability.

• Built an internal web app (PHP, SQL, JavaScript) to manage IT equipment orders and internal service tickets. • Migrated the firm's legacy databases and codebase off physical servers to modern infrastructure.