In the UK, 1 woman is diagnosed with breast cancer every 9 minutes. Those numbers hit differently when you remember each one is a real person. Here's why I built DetectIQ and what I learned about the intersection of data science and human lives.
When I started fine-tuning BioMedBERT for MediPublish, the biggest challenge wasn't the model — it was the data. A Chi-Square test revealed something surprising about how duplicate medical abstracts cluster by disease class. Here's the full story.
11 years in safety-critical aviation systems taught me more about data integrity than any textbook. Here's how my unconventional background became my biggest advantage in data science — and why diverse paths lead to better AI.
More articles coming soon. Follow me on LinkedIn for updates.