Senior Software Engineer with a knack for Python, Golang, TypeScript, and Elixir. I am also a bit of a Rust enthusiast. I am excited by all things scalability and microservices. Join me on this journey to becoming a unicorn 10x Engineer.
I am available for mentoring, and short-term and long-term contracts. I am also currently open to work.
Jan 16 · 12 min read · In Parts 1 and 2, you learned why causality matters and how to build causal DAGs. Today, we're climbing to Level 3 of Pearl's Ladder: Counterfactual Reasoning. This is the most powerful form of causal AI—reasoning about alternate realities and answer...
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Jan 14 · 17 min read · In Part 1, you learned why causality matters. Correlation tells you what happens, but causation tells you why and what to do about it. Today, we're building your first causal Directed Acyclic Graph (DAG)—the foundation of causal reasoning. By the end...
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Jan 12 · 8 min read · Your AI model achieves 95% accuracy predicting plant diseases from images. Impressive, right? You deploy it to farmers. It works… until it doesn't. When farmers follow its recommendations, nothing happens. Sometimes, things get worse. The model saw p...
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Dec 30, 2025 · 10 min read · Introduction A couple of days ago, I was faced with the age-old developer problem: "it works on my local but doesn't on my client's machine." I honestly thought Docker would help us remediate this, but then it brought about another problem—compute re...
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Feb 4, 2025 · 6 min read · Introduction In the era of big data and high-performance computing, efficient search mechanisms are critical. One fascinating probabilistic data structure that has gained significant attention is the Bloom Filter. In this article, we will explore how...
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