How I got to data
Not a straight line — and that's on purpose. Each chapter left something behind.
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Medicine
Where the habit of careful, evidence-based reasoning started.
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Fashion Design
Systems thinking, pattern logic, and an eye for what actually communicates.
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Marketing
Learning to read what an audience needs before they can say it themselves.
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Data & AI
Where all three finally had a language precise enough to work in.
Project log
Eleven entries, grouped by discipline. Click any one to open its full case study.
Skillset
Core
Python · SQL · Excel · Power BI & DAX
Machine Learning
scikit-learn · Decision Trees & Random Forests · Model evaluation & cross-validation
Deep Learning
CNNs & ResNet architectures · TensorFlow / PyTorch · Transfer learning
Gen AI
LLM fine-tuning (LoRA/PEFT) · Retrieval-augmented generation · Agentic AI (Pydantic-AI)
Data Analysis
pandas & matplotlib · Exploratory data analysis · Statistical reasoning
Automation
Selenium · Workflow scripting · Pipeline building