成果実装 ── FDEが示す、AIで「作る」が終わった世界の価値のありか / The Forward Deployed Shift — Where Value Survives When "Building" Is Over
Pre-registered cross-validated voter committees for honest evaluation on dental panoramic VQA: 75.36% on MMOral-OPG-Bench (370/491), McNemar p=1.1e-7
AI-powered Forward Deployment Engineering assistant — classifies client requirements, generates solution architectures, runs fit-gap analyses, and produces PDF deployment reports. Built with Hugging Face BART models and Gradio.
End-to-end customer retention system that predicts churn risk and converts predictions into actionable business decisions with ROI analysis.
Next.js support operations workbench for scoped AI-assisted changes, testing, validation, and review.
The FDE Field Manual — learn to turn messy customer problems into production software. A project-driven guide to becoming a Forward Deployed Engineer: applied AI, production deployment, customer engineering.
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