Work, with its boundaries left intact.

Severe acute malnutrition remains a high-consequence clinical and policy problem, while its evidence is split across treatment trials, household surveys and inpatient trajectories.

Systematic review, causal analysis of population data and planned longitudinal modelling are being developed as one triangulated programme.

The review and population-analysis workstreams have defined protocols, reproducible analytical pipelines and explicit causal assumptions.

This is active doctoral research. Planned inpatient modelling and final conclusions are not yet complete.

Fragmented policy, governance and technical interfaces make health information difficult to exchange and use reliably.

Policy evidence mapping, architecture analysis and implementation-focused synthesis connect governance choices to practical system design.

A structured evidence corpus, interoperability analysis and publication-oriented package are in development.

The work describes evidence and architecture; it does not claim national implementation or institutional endorsement.

Analysis work is split across disconnected tools — discovery in one place, monitoring in another, evidence handling in a third and the write-up somewhere else. Context and provenance are lost at every handover, and the tool that suits a clinical question rarely suits a humanitarian or statistical one.

A single client-side workbench organised on three axes: an operating mode that gates which capabilities are available for the work in hand, a surface for each workspace, and a project that binds files, tasks, review state and tooling to one scope. Optional services add server-side retrieval and a closed-loop evidence-review engine for work the browser cannot do alone.

A working private codebase covering intelligence, monitoring and early warning, knowledge and evidence review, and operational applications. The systematic-review pipeline runs end to end against live sources with its Boolean compiler, paging and deduplication validated.

Access is private and individual surfaces are at different stages of completion. No claim of autonomous scientific adjudication is made, and nothing here replaces an accountable expert deciding.

Scientific illustration tools are often inaccessible, difficult to reproduce or unsuitable for sensitive material.

The editor combines a local-first workspace, reusable scientific components and export-oriented validation.

A working application and automated validation suite are maintained locally.

Public access and support terms are still being formalised; this is not a regulated clinical product.

Health supply decisions are frequently separated from climate, surveillance and resistance signals that could change preparedness.

A decision-support prototype explores how these signals can be joined in a transparent planning surface.

The system architecture and prototype workflows exist for evaluation and partner discovery.

No field-effectiveness or operational deployment claim is made. Pilot validation is the next gate.

Biomarker patterns may help describe biological heterogeneity, but retrospective datasets can easily support claims beyond their design.

Reproducible statistical reanalysis with explicit separation between association, discrimination and clinical prediction.

The analytical pipeline has passed internal scientific checks conditional on the stated design limitations.

Retrospective case-control data cannot establish absolute-risk calibration, prospective validity or clinical utility.

Evidence syntheses often flatten causal assumptions, study design and uncertainty into prose that is difficult to inspect.

Causal structures, evidence provenance and uncertainty are represented visually without replacing expert adjudication.

Reusable mapping and figure-production workflows have been developed for research outputs.

A causal map organises claims and assumptions; it does not by itself establish causality.

Analytical figures often drift in meaning, style and accessibility when rebuilt manually across projects.

Contracted visual grammars, semantic design tokens and automated checks make analytical intent explicit.

A maintained private R system supports a broad catalogue of validated visual grammars and export paths.

The package is private and is demonstrated through outcomes rather than distributed source.

Research assets, search strategies and full texts are frequently scattered across browsers, drives and one-off workflows.

A local research service organises sources, projects, saved searches and source-grounded retrieval workflows.

The service is used as active local research infrastructure.

Access depends on lawful source availability and user entitlements; the system does not circumvent publisher controls.

Small research and public-interest teams can face cost, sovereignty and operational barriers in managed hosting.

The platform explores a simpler self-hosted path for deploying and maintaining applications.

Core platform components and deployment workflows are implemented for continued testing.

Operational support, security assurance and general availability are not yet established.

Astronomical ideas become easier to inspect when calculations and spatial relationships share one interactive model.

Deterministic calculations, validation cases and an exploratory 3D interface are developed together.

Core astronomical calculations have deterministic validation coverage.

This is an exploratory educational and technical project, not an operational navigation system.

Problem catalogues often ignore dependencies, downstream effects and conflicts between priorities.

A graph model connects problem definitions, relationships and prioritisation signals.

A working graph-oriented prototype supports continued concept testing.

Prioritisation remains normative and context-specific; the prototype does not automate public value judgements.

Medication histories are fragmented and reconciliation errors can persist across transitions of care.

The concept explores structured review, discrepancy surfacing and clinician-controlled reconciliation.

Problem framing and prototype concepts exist for future validation.

There is no clinical deployment, safety validation or regulatory claim.

Technical portfolios rarely create space for cultural imagination and interactive storytelling.

Browser-based game systems provide a small experimental canvas for narrative and world-building.

A playable development project demonstrates the interaction concept.

This is a creative experiment rather than a research or policy product.

Nutrition and social-protection programmes are often simplified to blanket rules. That is operationally attractive, but it can conceal distributional and equity effects — who is missed, and when, by season, severity and setting.

Three linked pieces: a policy viewpoint making the conceptual case; a life-course child-nutrition microsimulation with cost-effectiveness analysis across country archetypes built from open data; and a systematic review with meta-analysis and limited individual-participant analysis.

A completed viewpoint draft, a working microsimulation engine with calibration against published anchors, and a built review protocol. The model carries an internal parameter audit that separates sourced values from remaining scenario assumptions.

Nothing in this programme is submitted, peer reviewed or published, and no cost-effectiveness number should be read as a finding. Several parameters remain scenario assumptions rather than fitted estimates, and the audit records them as such.

National commitments on gender equity and nutrition frequently fail to reach the public markets where food is actually traded, because those markets are governed by council bylaws written largely for revenue and order.

A curated corpus of national and municipal policy instruments across Malawi and Kenya, analysed through a structured coding framework alongside transformer-based text representation, with independent second-coder reliability checks and explicit retrieval-status tracking for every source.

A curated policy-document manifest with per-source retrieval status, an operational codebook, a second-coder reliability report, and two drafted comparative manuscripts.

Both manuscripts are recorded internally as revise-before-submission; neither is submitted, peer reviewed or published. This is policy-architecture analysis, not measured effects on diets, prices or markets. Collaborator and institutional attribution is not published until each co-author and institution has confirmed permitted wording.