Unfolding the universe of possibilities..

Journeying through the galaxy of bits and bytes.

The Intersection of Geocoding and Art with Open Street Map and Networkx

Analyzing city street maps using Python plots and network metrics Continue reading on Towards Data Science »

Supervised Fine-Tuning (SFT) with Large Language Models

Understanding how SFT works from idea to a working implementation… Continue reading on Towards Data Science »

SentenceTransformer: A Model For Computing Sentence Embedding

Convert BERT to an efficient sentence transformer Continue reading on Towards Data Science »

The Mirror in the Machine: Generative AI, Bias, and the Quest for Fairness

An experiment in generative AI bias for hiring decisions Continue reading on Towards Data Science »

How To Advance In Your Career As A Data Analyst

A 5-Step Guide to Leveling Up In 2024 Continue reading on Towards Data Science »

A Prequel to Data Mesh

My personal take on justifying the existence of Data Mesh A senior stakeholder at one my projects mentioned that they wanted to decentralise their data platform architecture and democratise data across the organisation. When I heard the words ‘decentralised data architecture’,

The Perfect Way to Smooth Your Noisy Data

Insanely fast and reliable smoothing and interpolation with the Whittaker-Eilers method. Real-world data is never clean. Whether you’re carrying out a survey, measuring rainfall or receiving GPS signals from space, noisy data is ever present. Dealing with such data is

Visualizing Routes on Interactive Maps with Python: Part 1

A pragmatic guide to interactive data visualization for transportation problems with Folium Image generated by DALL·E 3 with author’s prompt: “a route in Paris on top of an interactive map”👁️ This is article #6 of the series covering the project “An

Graph & Geometric ML in 2024: Where We Are and What’s Next (Part II — Applications)

State-of-the-Art Digest Graph & Geometric ML in 2024: Where We Are and What’s Next (Part II — Applications) Following the tradition from previous years, we interviewed a cohort of distinguished and prolific academic and industrial experts in an attempt to summarise the

Time Series Prediction with Transformers

A Complete Guide to Transformers in Pytorch Continue reading on Towards Data Science »