Augmented, Not Replaced: What a BCS Seminar Reminded Me About Testing and Judgement
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Summary of a BCS seminar on how automation should augment human judgment in testing rather than replace it entirely.
Blog posts
2026
2025
Medical Informatics Europe Conference Experience
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Reflections and key takeaways from attending the Medical Informatics Europe Conference, highlighting trends and innovations in health data and digital transformation.
Using Regular Expressions to Parse PDF Test Data into JSON
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Guide to extracting and validating test data from PDF reports using Python’s regular expressions, PyPDF2, and jsonschema.
Bridging the Gap: How to Integrate Product and Project Management for Maximum Impact
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Insights on integrating product and project management for better outcomes.
Supercharge Your Data-Driven Tests with Python’s itertools
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Learn how to use Python’s itertools to create powerful, flexible data-driven tests for automation and validation.
Extract Structured Test Data from PDFs Using Python Regex and Validate with JSON Schema
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A practical guide to extracting structured test data from PDF reports using Python’s regex and validating it with JSON Schema.
Turning Manual Test Specs into a Test Data Layer for Scalable Automation
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Learn how to transform manual test specifications into a structured test data layer to enable scalable, automated testing workflows.
Sunken Cost and the Five Stages of Grief of an Ex-Biomedical Researcher
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A personal reflection on the sunken cost fallacy and the emotional journey of leaving biomedical research.
How the Gumption of the Leading Lady Can Be Transformative to Your Life and Career
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A reflection on the power of gumption, inspired by leading ladies in film and literature, and its impact on personal and professional growth.
2022
My Life-Changing Transformation Through HIIT Exercise
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A personal story of transformation and health improvement through High-Intensity Interval Training (HIIT).
A Cereal-ous Quantitative Analysis on Breakfast Cereal
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A data-driven exploration of breakfast cereals, uncovering nutritional trends and insights using Python.