📌 The Beauty of Space-Filling Curves: Understanding the Hilbert Curve

🗂 Category: MATH

🕒 Date: 2025-09-07 | ⏱️ Read time: 17 min read

A quick journey from theory to implementation and application

📌 Preventing Context Overload: Controlled Neo4j MCP Cypher Responses for LLMs

🗂 Category: AGENTIC AI

🕒 Date: 2025-09-07 | ⏱️ Read time: 4 min read

How timeouts, truncation, and result sanitization keep Cypher outputs LLM-ready

📌 Why BI in the AI Age

🗂 Category: SPONSORED CONTENT

🕒 Date: 2025-07-24 | ⏱️ Read time: 9 min read

An argument for human-led analysis (at least for now)

📌 Multi-head Attention is a Fancy Addition Machine

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-24 | ⏱️ Read time: 8 min read

“Attention is All you Need” showed attention as a sequence of multiplicative and concat operations…

📌 How Not to Mislead with Your Data-Driven Story

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-23 | ⏱️ Read time: 22 min read

Data storytelling can enlighten—but it can also deceive. When persuasive narratives meet biased framing, cherry-picked…

📌 Torchvista: Building an Interactive Pytorch Visualization Package for Notebooks

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-23 | ⏱️ Read time: 11 min read

Building a tool to interactively visualize the forward pass of any Pytorch model from within…

📌 NumPy API on a GPU?

🗂 Category: PROGRAMMING

🕒 Date: 2025-07-22 | ⏱️ Read time: 17 min read

It’s here already from Nvidia and it’s called cuNumeric.

📌 Things I Wish I Had Known Before Starting ML

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-22 | ⏱️ Read time: 9 min read

Part 1: Data, Sales Pitches, Bugs, and Breakthroughs

📌 A Well-Designed Experiment Can Teach You More Than a Time Machine!

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-22 | ⏱️ Read time: 7 min read

How experimentation is more powerful than knowing counterfactuals

📌 From Rules to Relationships: How Machines Are Learning to Understand Each Other

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-22 | ⏱️ Read time: 6 min read

Using knowledge graphs to handle the unexpected in semantic communication

📌 What Optimization Terminologies for Linear Programming Really Mean

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-22 | ⏱️ Read time: 11 min read

Understanding the duality of optimization problem, primal to dual conversion, and the optimality conditions for…

📌 Understanding Matrices | Part 3: Matrix Transpose

🗂 Category: MATH

🕒 Date: 2025-07-22 | ⏱️ Read time: 13 min read

Visualizing matrix transposition, to make sense of transpose-related formulas.

📌 When LLMs Try to Reason: Experiments in Text and Vision-Based Abstraction

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-22 | ⏱️ Read time: 21 min read

Can large language models learn to reason abstractly from just a few examples? In this…

📌 How To Significantly Enhance LLMs by Leveraging Context Engineering

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-21 | ⏱️ Read time: 11 min read

The benefits and practical aspects of context engineering for LLMs

📌 I Analysed 25,000 Hotel Names and Found Four Surprising Truths

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-21 | ⏱️ Read time: 10 min read

Why are there so many hotels named after cities they are not in? Follow along…

📌 Hands‑On with Agents SDK: Your First API‑Calling Agent

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-21 | ⏱️ Read time: 16 min read

A practical, beginner‑friendly guide to building an AI weather assistant with Python, OpenAI Agents SDK,…

📌 Advanced Topic Modeling with LLMs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-21 | ⏱️ Read time: 12 min read

A deep dive into topic modeling by leveraging representation models and generative AI with BERTopic

📌 Three Career Tips For Gen-Z Data Professionals

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-21 | ⏱️ Read time: 10 min read

Unsolicited pieces of advice on navigating early career challenges

📌 How to Create an LLM Judge That Aligns with Human Labels

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-21 | ⏱️ Read time: 14 min read

A hands-on guide to building and validating LLM evaluators

📌 Exploratory Data Analysis: Gamma Spectroscopy in Python (Part 2)

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-18 | ⏱️ Read time: 19 min read

Let’s observe the matter on the atomic level

📌 The Hidden Trap of Fixed and Random Effects

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-18 | ⏱️ Read time: 6 min read

My lesson of how blindly over-controlling for noise can erase the effects you are measuring