Each project is labelled with its real classification and status. Academic, training and self-directed work is identified as such, and limitations are stated on every project page.
09Completed
Drug X Clinical Trial Analysis — Efficacy & Safety Dashboard
Dose-response and adverse event analysis on a simulated trial dataset
Data Analysis / Clinical Data
Personal / self-directed project — simulated dataset
A statistical analysis of a simulated 1,200-patient clinical trial across three dosage groups, examining efficacy scores and adverse event rates, and presenting the dose-response and safety trade-off as a readable dashboard.
Tools
Data cleaningOne-way ANOVAChi-square test of independenceDescriptive statisticsData visualisation
01Completed
AI-Assisted Evidence Synthesis & Research Evaluation
Structured research briefings with explicit verification status
AI-Assisted Research / Evidence Evaluation
Personal / self-directed project
Using AI to process research material while keeping critical evaluation of the evidence in human hands. Research articles were turned into structured briefings that separate findings from the evidence behind them, and label what is supported by the source versus what still requires verification.
Tools
Prompt engineeringAI assistants (ChatGPT, Claude, Gemini)Supplied research articlesStructured documentation
05Completed
Scientific Research & Nanocarrier Concept for Endometriosis
A literature-based, conceptual targeted-delivery approach
Academic / Biomedical Research
Academic group research project
An academic group research project examining endometriosis as a pharmaceutical problem area and developing a research-based nanocarrier concept exploring a potential targeted approach, grounded in cellular biology and the scientific literature.
Tools
Scientific literature reviewCellular biology conceptsResearch methodologyPresentation development
02Completed
AI-Assisted Operations Request Triage & Workflow Evaluation
Prompt evaluation on a 20-request synthetic dataset
AI-Assisted Workflow / Operations
Personal / self-directed project
A structured evaluation of an AI-assisted triage workflow for incoming operational requests. Two prompt versions were tested against a synthetic 20-request dataset and scored on category accuracy, urgency accuracy, missing-information flagging, human-review escalation and overclaiming of completed actions.
Tools
Prompt engineeringMicrosoft ExcelSynthetic test datasetStructured evaluation criteria
04In Progress
Digital Productivity & Workflow Project
A self-directed workspace and portfolio build
Digital Productivity / Workflow
Personal / self-directed project
Self-directed digital work: an AI-assisted workspace project focused on organising tasks and information, and a professional portfolio website used to present projects, skills and evidence.
Tools
AI-assisted development toolingGoogle WorkspaceClickUpGitHubDocumentation
03In Progress
AI Chatbot & Conversational Workflow Project
Designing and refining a structured assistant conversation
AI-Assisted Productivity / Conversation Design
CAPACITI training project
An AI-assisted conversational workflow built during CAPACITI training: structuring how an assistant should ask, confirm and respond, then reviewing and refining the instructions based on how the responses actually behaved.
Tools
Prompt and instruction designAI assistant toolingWritten response review
06Planned — In Development
The Augmented Researcher Assistant
A concept for AI-assisted pharmacology literature monitoring
AI-Assisted Research Tooling
Planned — In Development
A custom AI tool concept designed to automatically scrape newly published pharmacology papers, summarise them, and flag potential drug interactions for a human researcher to review. Not yet built.
Tools
Make.comZapierPythonAI summarisation modelPrompt design
07Planned — In Development
Lab Workflow Automation Blueprint
A proposed automation design for a virtual lab environment
Digital Workflow / Case Study Concept
Planned — In Development
A blueprint and case study proposing how scheduling, inventory tracking and data entry in a virtual lab environment could be automated. Designed with a projected target of reducing manual administrative time by an estimated 10 hours per week once implemented (not yet measured).
Tools
Process mappingAutomation tooling (Make.com / Zapier)Spreadsheet designDocumentation
08Planned — In Development
Ethical AI Deployment Guide
A whitepaper in progress on AI in medical administration
Written Whitepaper
Planned — In Development
A downloadable PDF whitepaper, currently in progress, on how AI can be integrated into medical administrative roles to reduce burnout without reducing headcount.
Tools
Literature reviewScientific writingStructured documentation