Skip to content Using Python to Build a Calculator
Calculators date back to the 17th century, with the first calculator created in the form of a mechanical device. Over ...
Read more Building a Unified Intent Recognition Engine
systems, understanding user intent is fundamental especially in the customer service domain where I operate. Yet across enterprise teams, intent ...
Read more A Visual Guide to Tuning Gradient Boosted Trees
Introduction My previous posts looked at the bog-standard decision tree and the wonder of a random forest. Now, to complete ...
Read more How to Become a Machine Learning Engineer (Step-by-Step)
machine learning engineers are currently the highest-paid tech professionals in the UK? According to Levels.fyi, the average salary is almost ...
Read more The Rise of Semantic Entity Resolution
This post introduces the emerging field of semantic entity resolution for knowledge graphs, which uses language models to automate the ...
Read more If we use AI to do our work – what is our job, then?
There’s no modality that is not handled by AI. And AI systems reach even further, planning advertisement and marketing campaigns, ...
Read more Building Research Agents for Tech Insights
ChatGPT something like: “Please scout all of tech for me and summarize trends and patterns based on what you think ...
Read more Docling: The Document Alchemist | Towards Data Science
Why do we still wrestle with documents in 2025? in any data-driven organisation, and you’ll encounter a host of PDFs, Word ...
Read more How to Analyze and Optimize Your LLMs in 3 Steps
in production, actively responding to user queries. However, you now want to improve your model to handle a larger fraction ...
Read more Why Context Is the New Currency in AI: From RAG to Context Engineering
, I saw our production system fail spectacularly. Not a code bug, not an infrastructure error, but simply misunderstanding the ...
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