The definitive guide to installing Claude Code on Windows
Step-by-step from a fresh install of Windows 11
Continue ReadingHi, I'm Erik
Data Scientist | ML/AI Engineer
Welcome to my knowledge hub. Discover insights, resources, and lessons learned that might help bridge gaps in your own learning journey. I believe in learning out loud—sharing my notes, observations, and discoveries as they unfold. Join me in imagining how technology can help us transcend the limitations of the mind.
Featured Projects
Classifying transactions with deep learning for financial models
An AI-powered classifier for financial transactions
Using NLP with Twitter to monitor natural disasters
When disaster strikes, real-time social media monitoring can be a powerful tool for early warning and response. This project analyzes Twitter data to identify posts that describe actual natural disasters, which could potentially serve as an early warning system for governmental and humanitarian organizations.
News topic modeling with matrix factorization
A comparative analysis of unsupervised and supervised machine learning techniques for classifying news articles into predefined categories
Foraging for mushrooms in random forests
Using supervised machine learning techniques to classify mushrooms as either poisonous or edible, emphasizing the importance of model evaluation metrics.
Latest Writing
How to set up your laptop for data science in 2025 (Windows edition)
Install Python with miniforge3 and mamba
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