https://jordismit.com/Recent content on Jordi SmitHugoen-usJordi Smit - All rights reservedSat, 14 Sep 2024 12:00:00 +0100Sat, 14 Sep 2024 12:00:00 +0100https://jordismit.com/blog/how-to-upload-pre-annotations-to-roboflow/Wed, 03 Apr 2024 21:44:10 +0200https://jordismit.com/blog/how-to-upload-pre-annotations-to-roboflow/I’m a big fan of Roboflow. They have one of the most user-friendly labeling interfaces. I have been using it for quite some time now.https://jordismit.com/blog/how-to-avoid-orientation-bugs-in-computer-vision-labeling/Wed, 13 Mar 2024 19:54:44 +0200https://jordismit.com/blog/how-to-avoid-orientation-bugs-in-computer-vision-labeling/A while back, I encountered the strangest bug. I was labeling an instance segmentation dataset, and to make the task easier, I had set up an active learning pipeline.https://jordismit.com/talks/llm-agents-101/Wed, 22 Nov 2023 00:00:00 +0100https://jordismit.com/talks/llm-agents-101/https://jordismit.com/blog/what-does-it-take-to-add-copilot-to-obsidian/Sat, 30 Sep 2023 15:53:49 +0200https://jordismit.com/blog/what-does-it-take-to-add-copilot-to-obsidian/Ever since I got access to GitHub Copilot, I have been truly amazed by its capabilities. It continuously keeps feeding me possible completions for my code and text.Wed, 20 Sep 2023 12:00:00 +0100https://jordismit.com/blog/what-does-it-take-to-let-chatgpt-manage-my-todoist-tasks/Sun, 17 Sep 2023 14:14:45 +0200https://jordismit.com/blog/what-does-it-take-to-let-chatgpt-manage-my-todoist-tasks/I have always been fascinated with the idea of AI-based assistants like Jarvis and Friday. Recently, this fascination was rekindled when I read about the Baby AGI project.https://jordismit.com/blog/practicing-your-dbt-skills-locally-with-duckdb/Mon, 21 Aug 2023 16:26:34 +0200https://jordismit.com/blog/practicing-your-dbt-skills-locally-with-duckdb/After you follow one of the main excellent DBT courses, it’s time to start practicing. However, there is one problem: you now need access to a data warehouse to run your DBT models, but you don’t have access to one.https://jordismit.com/tools/ai-based-transcription-in-the-browser/Sun, 26 Mar 2023 14:56:33 +0100https://jordismit.com/tools/ai-based-transcription-in-the-browser/OpenAI whisper is an automatic speech recognition system that can transform any speech in audio or video file into written text.https://jordismit.com/blog/the-surprising-impact-of-kedros-data-catalog/Fri, 24 Feb 2023 21:48:57 +0200https://jordismit.com/blog/the-surprising-impact-of-kedros-data-catalog/I recently discovered Kedro, a Python data engineering and science framework. When I played with it, I discovered it is built around some interesting design choices.https://jordismit.com/blog/adding-application-insight-based-monitoring-to-fast-api/Sat, 11 Feb 2023 14:52:51 +0100https://jordismit.com/blog/adding-application-insight-based-monitoring-to-fast-api/Application Insights is Azure’s logging and monitoring service, but how do you use it with Fast API? In this blog post, we will explore how to send logs and traces to Application Insights.https://jordismit.com/blog/diy-auto-grad-engine-a-step-by-step-guide-to-calculating-derivatives-automatically/Thu, 22 Dec 2022 16:37:27 +0100https://jordismit.com/blog/diy-auto-grad-engine-a-step-by-step-guide-to-calculating-derivatives-automatically/Have you ever marveled at the magic of PyTorch, Jax, and Tensorflow’s auto-grad engines? I know I have! I recently decided to take on the challenge of implementing an auto-grad engine from scratch in Python.https://jordismit.com/blog/python-dataclass-from-scratch/Sun, 06 Nov 2022 10:51:16 +0100https://jordismit.com/blog/python-dataclass-from-scratch/Python’s data class functionality has become very popular over the last few years. Simply adding the @dataclasses.dataclass decorator on top of your class generates a __init__ function, __repr__ function, etc.https://jordismit.com/til/how-to-find-the-last-record-in-a-group-using-kql/Mon, 31 Oct 2022 14:09:56 +0100https://jordismit.com/til/how-to-find-the-last-record-in-a-group-using-kql/Today, I was building a dashboard in Azure’s Application Insight that needed to show the number of deployments behind each load balancer over time in an application.https://jordismit.com/cheat-sheets/poetry-cheatsheet/Wed, 27 Jul 2022 20:05:21 +0200https://jordismit.com/cheat-sheets/poetry-cheatsheet/Poetry is an awsome dependency management and virtual environment management tool for Python. I use it quite often in my day-to-day work.https://jordismit.com/til/how-to-pass-data-to-pytest-fixtures-from-the-cli/Wed, 29 Jun 2022 21:45:20 +0200https://jordismit.com/til/how-to-pass-data-to-pytest-fixtures-from-the-cli/A short while ago, I needed to create some high-level smoke tests that tested whether an API I deployed was working as intended.https://jordismit.com/talks/slack-bots-101/Thu, 12 May 2022 00:00:00 +0100https://jordismit.com/talks/slack-bots-101/https://jordismit.com/blog/how-to-call-a-shell-script-using-a-custom-keyboard-shortcut-in-macos/Sun, 07 Nov 2021 21:23:20 +0200https://jordismit.com/blog/how-to-call-a-shell-script-using-a-custom-keyboard-shortcut-in-macos/Shell scripts and commands are a programmer’s superpower. They allow you to automate repetitive tasks and can make you 10x more productive.