Are you aware of the remarkable strides LLMs have made recently?? @taupirho.bsky.social presents a fascinating comparison. Sonnet 4.5 solved a geometric puzzle in seconds, a task that took its predecessor hours longer. This case study underscores the monumental improvements in AI technology.

A tricky geometry puzzle shows just how much leading LLMs have progressed in little over a year. I detail everything in my latest article on the @towardsdatascience.com platform. Are you smart enough to solve the puzzle? towardsdatascience.com/this-puzzle-...

You've mastered the Python backend. Now, let's conquer the frontend. In my latest article for the @towardsdatascience.com blog, I take you through the steps to build a clean, modern data dashboard using HTML, CSS and JavaScript. Read it for free below, towardsdatascience.com/build-a-data...

PDFs are great for sharing, but a nightmare for data analysis. My new article on @towardsdatascience.com introduces Docling, a Python library that revolutionises PDF processing and OCR. Read it for free using the link below, towardsdatascience.com/docling-the-...

Testing Python code that relies on a specific time, day, or interval can be challenging. This is where the Freezegun library can help. I delve into much more depth, with numerous coding examples, in my latest Medium blog. Check it out using the link below. medium.com/gitconnected...

I've just published a guide on the @towardsdatascience.com blog on how to integrate Mojo with your Python programs to boost your program's run-time. If you're a Python coder, serious about performance, you won't want to miss this. Check it out for free:- towardsdatascience.com/python-can-n...

Python devs, ever get frustrated by the limits of your favourite dashboarding library? Step away from the Python ecosystem and build a 100% custom dashboard with HTML, CSS & JS. Read for FREE on @towardsdatascience.com towardsdatascience.com/build-a-data...

@Google's new URL Context Grounding tool might change the way you think about traditional RAG processing of online content forever. Check out my latest post on Medium to see what I mean. medium.com/generative-a...

Check out my latest post on the @Medium platform on Tkinter, the "og" of Python GUI development libraries. Although it may be over 30 years old, you can still develop some sleek and functional dashboards and GUIs using it. medium.com/gitconnected...

Don't ditch Python for speed! Call ultra-fast Mojo directly from your Python code instead. My new blog post on @towardsdatascience.com shows you how to get a performance boost without learning a new language. Read it for free below, towardsdatascience.com/python-can-n...

Python can now call the superfast, compiled language Mojo. Learn how to speed up your code by checking out my post on the Towards Data Science blog. It's free to read. towardsdatascience.com/python-can-n...

Extracting tables, text, and structure from PDFs doesn’t have to be painful. I wrote an article for the @towardsdatascience.com blog about Docling, a Python library that makes document parsing actually pleasant to work with. Read for FREE using the link below. towardsdatascience.com/docling-the-...

Ever had tests fail because datetime.now() moved on or a job crossed midnight? I wrote a practical guide to Freezegun, a Python library that lets you freeze time so your tests stop flaking. Read using the @towardsdatascience.com link below. It's FREE. towardsdatascience.com/useful-pytho...

If you need a Python library to help you extract text and table data from PDF documents, you could do worse than have a look at a library called docling. Check out my latest post on the @towardsdatascience.com blog for more details. It's FREE to read. towardsdatascience.com/docling-the-...

My latest post just dropped on the Medium platform. It's all about Google's new Langchain library. Designed to extract structured output from unstructured text, Langchain could be a valuable addition to your NLP toolset. Check it out using the link below. medium.com/generative-a...

My recent post on the @towardsdatascience.com blog on the Tkinter GUI library for Python shows there can be life in "old dogs". Read it for free and learn how to craft a modern dashboard using it. towardsdatascience.com/building-a-m...

If you're struggling to test Python code that deals with dates/times, you could do worse than check out the freezegun library. In my latest deep dive on the @towardsdatascience.com blog, I show how to use this useful library. Read it for free below, towardsdatascience.com/useful-pytho...

In my latest @towardsdatascience.com blog post, I deep dive into how to use the Python Freezegun library to better test code that depends on dates and times. Read it for FREE using this link. towardsdatascience.com/useful-pytho...

Want to learn how to build a near realtime data dashboard with DuckDB, Gradio and Python threads? If so, click the link below, levelup.gitconnected.com/build-a-near...

For web app comms, Server-Sent Events (SSE) offer advantages over WebSockets: Simpler coding, Ideal for dashboards, log streams, and live notifications. Designed to reconnect automatically after interruption. Read more for FREE using the link below. towardsdatascience.com/introducing-...

Struggling to implement websockets in your streaming app? If your data flow is only server to client you can use the much simpler server sent events (SSE) instead. My free article on the TowardsDataScience blog explains all. towardsdatascience.com/introducing-...

Google's new URL context grounding tool may be the final nail in RAG's coffin. Read my latest article on it in the @towardsdatascience.com blog and let me know if you agree. towardsdatascience.com/googles-url-...

Want to know how to run NumPy code on a GPU? Nvidia thinks it has the answer with its new cuNumeric library. I explain all in my latest Medium post. medium.com/data-science...

Before Streamlit, Gradio & Taipy, there was Tkinter — Python’s OG GUI library. And guess what? It can STILL power modern, data-driven dashboards. Read my latest article on the @towardsdatascience.com blog for FREE to see how. towardsdatascience.com/building-a-m...

Server-Sent Events are a lightweight way to stream data directly to clients over HTTP. Perfect for dashboards, stock tickers, or ML monitoring. I explain all in my latest post on the @towardsdatascience.com blog. Read it for FREE using the link below, towardsdatascience.com/introducing-...

If you think you need Streamlit, Gradio, or TaiPy to produce a polished data dashboard, think again. My latest article on the @towardsdatascience.com blog reveals how to create the dashboard shown using Tkinter. Read it for free at: towardsdatascience.com/building-a-m...

I have a new article just published on the Medium blog (@medium.com). In it, I show you how to deploy a Streamlit ( @streamlit.bsky.social) app to the AWS cloud using their ElasticBeanstalk service. Check it out using the link below, medium.com/gitconnected...

Created with the help of GPT5, Canva and Fotor

RAG is powerful, but all that chunking and embedding is a pain. @taupirho.bsky.social's newarticle introduces Google's LangExtract, a new Python library that performs RAG-like operations without the pipeline overhead. Learn how to extract structured data from large documents with ease.

If you could 80x your Python runtimes with a simple 4-step process, what would you do? It's not a trick but a reality. Check out my latest @Medium post to find out how. medium.com/gitconnected...

Does GPT5 have a sense of humour? You tell me. I asked it to create a funny 3-frame strip cartoon on the subject of AI. This is what it came up with (slight tweak required in @canva )

Will Google's new LangExtract NLP and data extraction library make traditional RAG obsolete? Make up your own mind as I take it for a spin in my latest @towardsdatascience.com article. Read it for FREE using the link below, towardsdatascience.com/introducing-...

Out of the 7 benchmarks shown by Anthropic for their new Claude Opus 4.1 model, it was already beaten by Gemini 2.5 Pro on three of them. With Gemini 3 reportedly coming out as soon as this week and Google on an absolute tear right now, things look very interesting for LLMs.

Deployiing a Streamlit app to AWS infrastructure can be tricky. In the link below, I provide the "missing manual" and show you how to use AWS's Elastic Beanstalk service to get your app live. Read it for FREE on @towardsdatascience.com using the link below, towardsdatascience.com/deploy-a-str...

Check out my new article on the @towardsdatascience.com blog. In my article, I discuss Server-Sent Events, a simpler alternative to WebSockets for many real-time apps, and show many real-world coding examples of its use. towardsdatascience.com/introducing-...

Check out my latest article over on the @medium.com blog. It's all about remote MCP servers. How to write them, test them, use them and deploy them remotely. medium.com/data-science...

Learn how to develop modern data dashboards using Python and the TaiPy library. Check out my latest post on the @medium.com blog for more details. medium.com/data-science...

If you're serious about producing enterprise data visualisations using Python, you need to check out the Taipy library ASAP. See my article below for more details. medium.com/data-science...

Running the NumPy API on GPUs just got solved by NVIDIA. Check out their cuNumeric library for up to 100x speed improvements. I detail it all in my latest post on the @towardsdatascience.com blog. Read for FREE using the link below. towardsdatascience.com/numpy-api-on...

The Python library @taipyio.bsky.social was made for building enterprise-grade data dashboards. In my latest post on the @towardsdatascience.com blog, I take you through a real-life example step-by-step. Read for FREE using the link below. towardsdatascience.com/building-a-m...

Stop letting your @streamlit.bsky.social apps die on localhost. I just published a step-by-step guide on how to deploy any Streamlit app to @awscloud.bsky.social using Elastic Beanstalk. Perfect for your portfolio! towardsdatascience.com/deploy-a-str...

Want to secure your @streamlit.bsky.social apps using OIDC and Google email credentials? I show you how in my latest post on the @medium.com blog. Check it out using the link below, medium.com/data-science...

Python too slow for your data science or ML tasks? @taupirho.bsky.social shows how Cython can supercharge your Python code with C-like speed in just four steps.

Got a Streamlit app ready for the world? @taupirho.bsky.social's new article is your missing manual for deploying it to AWS using Elastic Beanstalk. Learn the step-by-step process for getting your interactive Machine Learning dashboards live.

Ever wanted to know how to deploy a @streamlit.bsky.social App to the @awscloud.bsky.social cloud? Find out by reading my latest post on the @towardsdatascience.com blog, where I take you through the process from start to finish, step-by-step. towardsdatascience.com/deploy-a-str...

Is your Python code too slow? Discover 'C' like speed ups by using the Cython library. I reveal all in my recent @towardsdatascience.com blog post. Read for FREE using the link below, towardsdatascience.com/run-your-pyt...

Is your Python code too slow? Discover 'C' like speed ups by using the Cython library. I reveal all in my recent @towardsdatascience.com blog post. Read for FREE using the link below, towardsdatascience.com/run-your-pyt...

Check out my latest post on @medium.com on how to build a modern data dashboard using the Gradio library. If you're a Pythonista, you no longer have to learn Javascript, CSS, React, etc to produce beautiful visualisations. medium.com/gitconnected...

Turbocharge sluggish Python into rocket-fast execution. 🐌 Explore how @taupirho.bsky.social wields Cython to isolate bottlenecks, convert hot loops to native code, and achieve up to 80x speedups on heavy number-crunching tasks, all while keeping your workflow Pythonic.

Python and the Gradio library are a perfect match for producing modern, visually appealing data dashboards. To see how, check out my latest post on the Level Up Coding blog over on @medium.com medium.com/gitconnected... @gradio-hf.bsky.social