📌 Deep Dive into LlamaIndex Workflow: Event-Driven LLM Architecture

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 17 min read

What I think about the progress and shortcomings after practice

📌 Four Signs It’s Time to Leave Your Data Science Job

🗂 Category: CAREER ADVICE

🕒 Date: 2024-12-17 | ⏱️ Read time: 7 min read

Four tell-tale signs that you should look for another job

📌 A Case for Bagging and Boosting as Data Scientists’ Best Friends

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 16 min read

Leveraging wisdom of the crowd in ML models.

📌 Building a Unified Intent Recognition Engine

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-09-16 | ⏱️ Read time: 6 min read

How modular design can simplify and scale intent classification in enterprise AI systems

📌 Using Python to Build a Calculator

🗂 Category: PROGRAMMING

🕒 Date: 2025-09-16 | ⏱️ Read time: 5 min read

A beginner-friendly Python project to understand conditional statements, loops and recursive functions

📌 My Experiments with NotebookLM for Teaching

🗂 Category: LLM APPLICATIONS

🕒 Date: 2025-09-16 | ⏱️ Read time: 8 min read

Exploring NotebookLM as a teaching companion

📌 The Good, the Bad, and the Ugly: Memory for a Neural Network

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 13 min read

Memory can play tricks, to learn best it is not always good to memorize

📌 USGS DEM Files: How to Load, Merge, and Crop with Python

🗂 Category:

🕒 Date: 2024-12-17 | ⏱️ Read time: 12 min read

A quick guide to prepping digital elevation data

📌 Structured LLM Output Using Ollama

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 11 min read

Control your model responses effectively

📌 The Essential Guide to R and Python Libraries for Data Visualization

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-16 | ⏱️ Read time: 19 min read

Let’s dive into the most important libraries in R and Python to visualise data and…

📌 Credit Card Fraud Detection with Different Sampling Techniques

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-15 | ⏱️ Read time: 10 min read

How to deal with imbalanced data

📌 A Design Researcher’s Guide to Publishing

🗂 Category: DESIGN

🕒 Date: 2024-12-15 | ⏱️ Read time: 10 min read

Turn ‘publish or perish’ into ‘learn, write, and share’

📌 Let’s Learn a Little About Computer Vision via Sudoku

🗂 Category:

🕒 Date: 2024-12-14 | ⏱️ Read time: 9 min read

Solving Sudoku is a fun challenge for coding, and adding computer vision to populate the…

📌 Ranking Basics: Pointwise, Pairwise, Listwise

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-14 | ⏱️ Read time: 8 min read

Because thy neighbour matters

📌 Agentic AI: Building Autonomous Systems from Scratch

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-13 | ⏱️ Read time: 16 min read

A Step-by-Step Guide to Creating Multi-Agent Frameworks in the Age of Generative AI

📌 How I’d Learn AI in 2025 (If I Could Start Over)

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-13 | ⏱️ Read time: 7 min read

A 5-step roadmap for today’s landscape

📌 Efficient Large Dimensional Self-Organising Maps with PyTorch

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-13 | ⏱️ Read time: 6 min read

Because it’s fun to self-organise

📌 Addressing the Butterfly Effect: Data Assimilation Using Ensemble Kalman Filter

🗂 Category:

🕒 Date: 2024-12-13 | ⏱️ Read time: 9 min read

Learn how to implement the Ensemble Kalman Filter for data assimilation, with mathematical details step-by-step…

📌 I’m Doing the Advent of Code 2024 in Python – Day 3

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-13 | ⏱️ Read time: 5 min read

Let’s see how many stars we’ll collect.

📌 Bayes’ Theorem: Understanding Business Outcomes with Evidence

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read

A practical introduction to Bayes’ Theorem: Probability for Data Science Series (2)

📌 Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-12 | ⏱️ Read time: 7 min read

In this article we will explore why 128K tokens and more models can’t fully replace…