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Cross-cutting platforms spanning knowledge systems, training infrastructure, and shared data tooling that support multiple programme areas.
2applications
14technologies
Applications
applicationshipped
Retrieval · multi-agent generation
Citation-grounded RAG over 102 chapters of published research — page-level sourced answers and long-form briefs checked by an independent reviewer agent.
- 102
- Chapters indexed
- 2-tier
- Model routing
stack
- RAG
- pgvector
- Claude (dual-model)
- Reviewer agent
- AWS S3 · Amplify
- +2
~/work/human-development-analysis-platformLaunch↗open→ applicationin build
Instructional design agents
AI instructional design that turns documents into structured, reviewable courses.
- Course drafts
- Output
- Agentic
- Stack
stack
- LangGraph
- RAG
- Content generation
- Document ingestion
- +1
applicationshipped
Dataset quality · multi-LLM validation
Two-phase dedup and multi-LLM label validation for crowdsourced survey imagery.
- 15,197
- Images
- 29.6%
- Dupes removed
stack
- pHash
- HSV
- Multi-LLM consensus
- LVLM
- +1
~/work/image-data-cleaningopen→