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Skill updates

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Andy Charlwood
2026-02-19 18:32:36 +00:00
parent 6bf5a6b6b2
commit cb1c958f68
12 changed files with 301 additions and 241 deletions
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src/lib/search.ts
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@@ -212,24 +212,23 @@ export function buildEmbeddingTexts(): Array<{ id: string; text: string }> {
'data-analysis': 'Applied across NHS medicines optimisation, identifying £14.6M efficiency programme. Used for prescribing pattern analysis, budget forecasting, and population health analytics serving 1.2M people.',
'python': 'Used to build switching algorithms (14,000 patients, £2.6M savings), controlled drug monitoring systems, Blueteq form automation, and Sankey chart visualisation tools. Self-taught.',
'sql': 'Core tool for patient-level analytics, dm+d data integration, and transforming practice-level data to patient-level SQL analysis. Used across all NHS data roles.',
'power-bi': 'Built PharMetrics interactive dashboard tracking £215M prescribing budget. Created dashboards used by 200+ clinicians and commissioners across Norfolk & Waveney ICB.',
'dashboard-dev': 'Built Power BI dashboards tracking £215M prescribing budget, DOAC switching scenario models, and self-serve analytics tools used across Norfolk & Waveney ICB.',
'ai-prompt-engineering': 'LLM-assisted code generation, data analysis workflows, and agentic coding. Applied to clinical data extraction and portfolio development.',
'javascript-typescript': 'Used for web development including this portfolio website. Built with React, TypeScript, and Vite.',
'excel': 'Used for financial modelling, data validation, and ad-hoc analysis. Foundational tool across all roles from community pharmacy to NHS ICB.',
'algorithm-design': 'Designed patient switching algorithm and automated incentive scheme analysis. Applied to real-world GP prescribing data at population scale.',
'data-pipelines': 'Built automated data processing pipelines for medicines analytics, enabling self-serve models for team data fluency.',
'medicines-optimisation': 'Core domain expertise spanning community pharmacy through to NHS ICB-level population health. Led efficiency programmes worth £14.6M+.',
'population-health': 'Leading population health analytics for 1.2M people across Norfolk & Waveney ICS. Developing patient-level datasets from real-world GP prescribing data.',
'nice-ta': 'Led NICE technology appraisal implementation across high-cost drug pathways. Covered rheumatology, ophthalmology, dermatology, gastroenterology, neurology, and migraine.',
'health-system-prescribing': 'Built dm+d medicines data table with standardised strength calculations, oral morphine equivalents, and Anticholinergic Burden scoring. Enabled patient-level SQL analytics and self-serve prescribing model.',
'health-economics': 'Financial modelling for DOAC switching programmes, tirzepatide commissioning, and pharmaceutical rebate negotiations.',
'clinical-pathways': 'Wrote most of the Norfolk & Waveney ICB high-cost drug pathways. Created Sankey chart tool for patient pathway visualisation and trust compliance auditing.',
'controlled-drugs': 'Built Python-based population-scale monitoring system calculating oral morphine equivalents (OME) across all opioid prescriptions. Enables high-risk patient identification and potential diversion detection.',
'formulary-commissioning': 'High-cost drug formulary management, Blueteq prior authorisation, tirzepatide commissioning with primary care delivery model, and system-wide formulary governance.',
'community-pharmacy': 'Foundation in community pharmacy practice from pre-registration through to pharmacy management. PGD initiation, clinical screening, 100-hour contract management, and national process adoption.',
'executive-comms': 'Authored executive papers for ICB board including tirzepatide commissioning advocacy. Presented evidence-based recommendations to CMO bimonthly.',
'financial-modelling': 'Built interactive DOAC switching dashboard with rebate mechanics, workforce constraints, and patent expiry timelines. Financial projections for tirzepatide commissioning.',
'budget-management': 'Managed £215M NHS prescribing budget with sophisticated forecasting models, variance analysis, and monthly financial reporting to the ICB executive team.',
'stakeholder-engagement': 'Presented to Chief Medical Officer bimonthly. Engaged with GP practices, trusts, commissioners, and pharmaceutical companies across the integrated care system.',
'pharma-negotiation': 'Renegotiated pharmaceutical rebate terms ahead of patent expiry, securing improved commercial position for the ICB.',
'team-development': 'Improved team data fluency through training and documentation. Supervised staff through NVQ3 to pharmacy technician registration. Created national induction training at Tesco.',
'change-management': 'Completed NHS Mary Seacole Programme (2018, 78%). Led transformation to patient-level SQL analytics and self-serve analytical models.',
'financial-modelling': 'Built interactive DOAC switching dashboard with rebate mechanics, workforce constraints, and patent expiry timelines. Financial projections for tirzepatide commissioning.',
'executive-comms': 'Authored executive papers for ICB board including tirzepatide commissioning advocacy. Presented evidence-based recommendations to CMO bimonthly.',
'healthcare-leadership': 'NHS Mary Seacole Leadership Programme graduate. ICS-level strategic leadership from HCD Pharmacist through to Interim Head of Population Health with CMO reporting line.',
}
skills.forEach((skill) => {