Skills
Listed, not scored.
Progress bars are a design decision that flatters the owner. These are capability names and the techniques behind them.
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Core capabilities
- Product management
- AI product management
- Product strategy
- Product discovery
- MVP design
- PRD development
- Project management
- Programme management
- Healthcare technology
- Digital health
- Scientific research
- Immunology
- Medical biotechnology
- Healthcare management
- AI / GenAI concepts
- Data and analytics
- Clinical communication
- Stakeholder management
- KOL engagement
- Entrepreneurship
- Teaching
- UX / product thinking
- Technical architecture literacy
- Business strategy
- Scientific communication
- Leadership
Practised techniques
Document production
- Node.js + docx library for multi-chapter manuscripts
- python-docx XML stitch, zipfile surgery, relationship-ID remapping
- Design tokens, US Letter / A4 layouts, table architecture
- QA loop: pandoc word count, LibreOffice PDF, pdftoppm visual check
Python engineering
- Chapter merge, OxmlElement, tracked-change resolution
- openpyxl Excel generation; survey CSV deduplication
- Pillow illustration helpers for a children's picture-book dummy
Frontend
- Vanilla JS SPAs and Next.js 14 TypeScript landings / dashboards
- Role-aware CTAs, lightbox, SVG gauges, CSS ticker
- Brand systems for DeliverX, Aksh Health, and Fluent Institute
Presentations
- pptxgenjs decks from Node.js
- Investor, principal-outreach, and teacher-training decks for named ventures
Platforms
- Supabase multi-tenant auth and RLS (Fluent Spec A)
- PostgreSQL schemas and human-in-the-loop approval queues
- Vercel deploys; LangGraph + FHIR R4 concepts for Aksh Health
- Neo4j, Medplum, Mirth Connect — specified in architecture notes, not claimed as live NHS integrations
Product and GTM
- JTBD, opportunity solution trees, Lean / BMC canvases
- RICE, ICE, Kano, MoSCoW, OKRs, PRDs, RACI, RAID
- India beachhead and UK entry sequencing as plans — not published results
Clinical and lab
- EU MDR / DCB 0129 / DSPT / GDPR awareness for HealthTech builds
- Human-in-the-loop: no AI auto-write on clinical outputs
- PhD immunology (Verona); MST platelet work (Linköping postdoc)
Author craft
- Evidence-tiered chapters; composite characters; research synthesis
- Product Book 2026 manuscripts produced through the document pipeline
Capability names from the Personal AI Avatar & Professional Knowledge Base (core skills matrix). Practised techniques from the Detailed Skills & Projects Compendium (June 2025 – August 2026). Listed, not scored.