Francisco Abner Rivera: Founder and Systems Architect building intelligent infrastructure from power to autonomy.
Public Hugging Face card templates for model, dataset, report, and Space release-readiness without release claims.
Public EPI research scaffold for energy-aware AI evaluation, measurement discipline, and claim boundaries.
Public Pico 2/RP2350A PIO I2C reference scaffold with educational examples and private firmware boundaries.
Public-safe fine-tuning lab-note templates, dataset boundaries, evaluation notes, and release-gate discipline.
Public proof surface for simulation-first solar hydrogen control logic, safety gating, and ledger discipline.
Public derivative EPI scaffold for mixed-quantization research framing, review gates, and claim boundaries.
Public derivative EPI scaffold for attention-head pruning research framing, review gates, and claim boundaries.
Public boundary model for documenting local AI labs and agent-assisted engineering without exposing private infrastructure.
Public mission-critical field-discipline notes for electrical, controls, and infrastructure review boundaries.
Public-safe DGX/NVIDIA workstation documentation patterns without exposing topology, endpoints, credentials, or sealed IP.
Public lab for turning technical work into boundary-aware READMEs, artifact status, and claim-reviewed proof surfaces.
Public career-arc proof surface: field discipline to electrical, controls, embedded systems, and architecture.
Public PCB review checklist scaffold for KiCad-adjacent electrical judgment, evidence severity, and sealed board boundaries.
Public EPI tooling scaffold for future reviewed measurement workflows; no released benchmark results.
Public speculative engineering observatory for propulsion concept taxonomy, hypothesis mapping, and simulation boundaries.
Public review-gate library for AI-assisted engineering outputs, status accuracy, boundaries, and release controls.
Public electrical fieldcraft documentation scaffold for panel discipline, commissioning notes, and review boundaries.
Public derivative EPI scaffold for expert-pruning research framing, review gates, and claim boundaries.
Public proof index for Franzabner engineering repos, status labels, artifacts, boundaries, and review gates.
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