Articles

  1. Understanding the intuition behind n choose k, and never forgetting this formula again October 2026, mathematics, machine learning
  2. What SHAP values actually are and how to compute them October 2026, machine learning, mathematics
  3. The evolution of goal-driven algorithms July 2026, ai, algorithms
  4. Alphaevolve and Autoresearch in the Context of Optimisation Algorithms July 2026, ai, algorithms
  5. What I learnt self-publishing on Amazon KDP for both Kindle and Print July 2026, books, writing
  6. Data Visualisation for Machine Learning Agents March 2026, ai, data science
  7. Writing and AI in 2026 March 2026, ai, writing
  8. TabPFN x Lyceum: State-of-the-art tabular data prediction and easy compute in VS Code October 2025, machine learning, software engineering
  9. Brooklyn 99 and the Islander Problem August 2025, mathematics
  10. Coffee Machines and Optimisation August 2025, algorithms, life
  11. Understanding the World with Occam's Razor August 2025, machine learning, philosophy
  12. Quantization for Deep Learning Models July 2025, machine learning
  13. Leading Teams: A Data Scientist’s Perspective July 2025, management
  14. Smart Clipboard: Building a simple Python script to bring Generative AI to the clipboard July 2025, ai, software engineering
  15. What is Quantization? July 2025, mathematics, software engineering
  16. Remaking Liberalism: Daron Acemoglu at the LSE Festival June 2025, economics, philosophy
  17. Managing People: A Data Scientist’s Perspective June 2025, management
  18. TabPFN: A revolution in Machine Learning with tabular data June 2025, machine learning
  19. Sticks and Stones (may break my collarbone) May 2025, life
  20. Berkson’s Paradox: When selection creates correlation May 2025, data science, mathematics
  21. The Three Card Problem May 2025, mathematics
  22. Do shorter words have longer dictionary definitions? May 2025, data science
  23. What is a derivative? Building a geometric intuition May 2025, mathematics
  24. What is a derivative? Building a graphical intuition May 2025, mathematics
  25. Radio waves, blue sky, touch screens: How LLMs can answer questions about the world around us April 2025, ai, learning
  26. A gentle introduction to prediction with Machine Learning April 2025, machine learning
  27. Sophie's World: a masterclass in teaching dry concepts April 2025, books, learning
  28. Learning German: From 0 to C1 in 2 years April 2025, learning, life
  29. How to Get a Blog Up from Scratch in 1 Day Using Quarto and Netlify April 2025, software engineering, writing
  30. Understanding Gini Impurity in Decision Tree Learning April 2025, machine learning, mathematics
  31. What if all words were computed equal? April 2025, ai
  32. The Beauty of Sharing: More Elegant Solutions March 2025, mathematics, writing
  33. Book Notes: Solving Problems with Sums and Series March 2025, books, mathematics
  34. Double ML: Bridging the Gap Between Machine Learning and Causal Inference February 2025, data science, machine learning
  35. Saved by Data Structures: Digging into Nearest Neighbours February 2025, algorithms, machine learning
  36. Adventures with Monte Carlo Estimations January 2025, algorithms, mathematics
  37. Book Notes: Maximum Likelihood hides everywhere January 2025, books, machine learning
  38. The Curse of Dimensionality and its impact on Machine Learning January 2025, machine learning, mathematics
  39. Transformers: What if time-series forecasting was as easy as predicting my next … December 2024, machine learning
  40. Adventures in Android app development using Open AI o1 in 2024 December 2024, ai, software engineering
  41. Managing To Dos: What has worked so far December 2024, life
  42. Multi-fidelity Optimisation: The art of skimming November 2024, algorithms, machine learning
  43. Black-box Optimisation: Searching in the Dark November 2024, algorithms
  44. Linear Programming: Optimisation at the Edges October 2024, algorithms, mathematics
  45. Useful Resources to Learn Industry Data Science and Machine Learning October 2024, data science, learning
  46. Little by Little: Optimisation with analysis and gradients October 2024, algorithms, mathematics
  47. The Intuition Behind Optimisation October 2024, algorithms
  48. What is Algorithm Complexity? August 2024, algorithms
  49. Big Oh, Big Omega, Big Theta: What is asymptotic notation? August 2024, algorithms, mathematics
  50. What is the Complexity of Euclid’s Algorithm? August 2024, algorithms, mathematics
  51. How to analyse the complexity of a Python code snippet? August 2024, algorithms, software engineering
  52. Smart Algorithms Use Meta-Information to Solve a Problem August 2024, algorithms
  53. Reading Notes: Antifragile by Nassim Taleb August 2024, books, philosophy
  54. Building a newsletter form with Quarto, Netlify and Zapier August 2024, software engineering, writing
  55. From Jekyll/Github pages to Quarto: my blogging journey so far August 2024, software engineering, writing
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