A Practical Guide to Causal Inference in ML
Moving beyond correlation to understand what actually drives your metrics.
#causal-inference#tutorial
Writing
Thoughts on ML, AI, and building things that work.
Why Interpretable ML Wins in Business
How SHAP and LIME help you get buy-in from stakeholders (without pretending correlation is causation).
#interpretable-ml#shap#lime#causal-inference#ml-in-business
Lessons from Deploying LLMs in Production
What I learned shipping LLM applications to real users.
#llms#mlops
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