PharmaTools Lab - Experimental AI for Healthcare

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MedCheckr ABPI interface on mobile device

MedCheckr ABPI

Instantly check promotional claims against the ABPI Code of Practice – with clause-level transparency.

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Patiently AI interface on mobile device

Patiently AI

Transforms complex medical notes into clear, patient-friendly language – supporting better understanding and health literacy.

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PosterLens interface on mobile device

PosterLens

Capture a scientific poster at a conference and get instant, easy-to-share summaries.

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HushMap interface on mobile device

HushMap

Discover quiet, sensory-friendly places nearby and log your own experiences to help others.

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BiomarkerFinder interface on mobile device

BiomarkerFinder

AI-powered insights into complex biomarker data, explained in plain language.

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Experimental Demos - PharmaTools Lab

AI Prototypes & Experiments

MedCheckr

MedCheckr compliance checking interface

AI-powered compliance tool that checks promotional claims against global pharma codes using RAG-based AI for real-time regulatory feedback.

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SideEffectViz

SideEffectViz interactive visualization interface

Interactive visualization and clustering of medication side effects using FDA adverse event data and machine learning.

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BiomarkerFinder

BiomarkerFinder cancer biomarker discovery interface

Discover key biomarkers in cancer and their role in diagnosis, prognosis, and treatment - powered by Open Targets and AI insights.

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Case Study Creator

Case Study Creator interface

AI-powered business case study generator for pharma and healthcare teams. Ideal for commercial, medical and training use cases.

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AI Jargon Buster

AI Jargon Buster interface

Turn AI gobbledygook into words humans understand!

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MedTermTracker

Analyzing how medical terminology for specific conditions changes over time using NLP and trend analysis.

Coming Soon
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Publications - PharmaTools Lab

Publications & Insights

How I Won a Major Healthcare Communications Award… With just my laptop

Generative AI July 2025

The story behind winning the Communiqué Award for Patiently AI, showcasing how solo developers can compete with enterprise teams in healthcare innovation.

Healthcare Communications AI Innovation Award Winner
Read on Medium
Featured article image
Healthcare AI privacy risks illustration

When AI Can't Forget: The 7 Hidden Risks of LLMs in Healthcare

Medium August 2025

Critical analysis of data privacy, security risks, and HIPAA compliance challenges when deploying LLMs in healthcare settings.

Data Privacy LLM Security HIPAA
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Illustration showing JSON structure and LLMs

Why LLMs Love JSON

Generative AI July 2025

Technical deep-dive into why JSON is the perfect format for structured output from large language models and practical implementation tips.

LLMs JSON AI Engineering
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Illustration showing a broken AI language model

How to Break a Large Language Model

AI Advances May 2025

Exploring edge cases, reasoning failures, and evaluation methods for testing LLM robustness and safety in production environments.

AI Safety LLM Reasoning Prompt Engineering
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Illustration showing AI simplifying workflows

How to Fix Pharma's Content Duplication Problem

Pharmaphorum April 2025

Strategic framework for aligning medical affairs and commercial teams using AI workflows to eliminate content duplication and improve efficiency.

Content Strategy AI Workflows Medical Affairs
Read on Pharmaphorum
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About Nick Lamb - PharmaTools Founder
Nick Lamb, PhD - PharmaTools founder

Hi, I'm Nick. I build AI experiments that make complex things simple.

From healthcare and compliance to education and creative storytelling, I design interactive tools that show how people and AI can work together – more clearly, more safely and sometimes in surprising new ways.

Award-winning AI experiments Advisory & strategy Open to collaborations R&D briefs welcome
Work With Me