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kurtvalcorza/README.md

Strategic comms for AI R&D. Practical AI tools for the Philippine public sector.

Practical tools built with AI — assessment chatbots, agent skills, and lightweight ML systems — spec-driven and human-gated where it matters.


🔬 Research & synthesis

  • agentic-research — 23-skill PRISMA 2020 / GRADE systematic-review pipeline: a question → a defensible synthesis
  • research-writer — subagent-orchestrated, citation-checked literature-review drafting

📚 Knowledge work

  • keynote-builder — a governed, human-gated pipeline that turns a brief into a stage-ready keynote (slide deck + speaker script)
  • office-reports — agent skills for institutional document drafting: travel reports, minutes, and a weekly → terminal M&E reporting pipeline, evidence-only with gap flags
  • presentation-builder — composable skills for finished presentations: Marp, native PPTX, HTML slides, talk scripts
  • research-deck-builder — a research/training module → a presenter-ready, source-checked deck
  • agentic-vault — an Obsidian vault template for working with AI agents (PARA + multi-agent governance)

🏛️ Applied AI for government & organizations

  • aiaas-marketability — a Demand Viability Index chatbot for a localized AIaaS platform (DOST-NAIRA)
  • acabai-ph — the DOST-ASTI showcase site for the Philippines' national AI initiatives (NAIRA, DIMER, iTANONG), with an embedded chatbot and automatic failover
  • ai-readiness-assessment — an AI-readiness assessment chatbot for Philippine government agencies & NGOs

⚙️ ML infrastructure & experiments

  • benchmarking-harness — a model-class-aware, three-tier evaluation gate for computer-vision models (capability → domain stress → operational safety) with a human review gate and auto-generated Model Cards
  • mlops-lite — a full-lifecycle, single-GPU MLOps platform (data → train → serve → monitor → retrain)
  • notebooks — ready-to-run Colab speech & ML experiments (ASR, diarization, TTS)

🧰 Web apps & tools

  • pdf-signer-pwa — private, offline PKCS#12 PDF signing that never leaves your device

Pinned Loading

  1. mlops-lite mlops-lite Public

    Spec-driven, single-machine, hybrid-GPU local MLOps platform: on-demand LLM/vision serving, LoRA fine-tune, registry, datasets, drift→retrain, operator console. Docker Compose + native WSL daemons …

    Python

  2. ai-readiness-assessment ai-readiness-assessment Public

    Self-service chatbot for assessing AI readiness of Philippine government agencies and NGOs.

    TypeScript

  3. agentic-research agentic-research Public

    An AI-agent pipeline for literature and systematic reviews, aligned with PRISMA 2020, Cochrane, and GRADE. Keyless by default (OpenAlex/CrossRef + stdlib); human-gated where LLMs are weak.

    Python

  4. agentic-vault agentic-vault Public template

    Obsidian vault template for working WITH AI agents - PARA + Zettelkasten, multi-agent governance (AGENTS.md), 36 shared skills, auto session logs + git snapshots

    PowerShell

  5. research-writer research-writer Public

    Claude Code multi-agent workflow that turns research PDFs into a validated literature review draft — 7+1 phases, isolated contexts, human checkpoints, two quality gates, resumable.

    Python

  6. research-deck-builder research-deck-builder Public

    Turn a cited research/training module into a polished, presenter-ready PowerPoint deck — outline, faithful citations, speaker script, and a consistent dark + blue visual system.

    Python