Ecosystems

Stay within your own ecosystem. The ecosystem can get disturbed once new thoughts or new ‘unnecessary’ practices, tools or methodologies seep in to your daily system of doing things. Figure out the best components to your ecosystem, on your own. Plenty of shiny new youtube videos, tweets and posts will show you which tools, gadgets, items you need to have in order to win, which actually just works for them. Their quirky methodologies, ways of writing, thinking, might never fit into your ecosystem, even though it might seem great in theirs. One thing people don’t understand is that, not every shiny object is compatible with one’s ecosystem. ...

June 25, 2025

ONNX Runtime: Unleash On-Device AI

Tl;dr ONNX Runtime is your cross-platform, hardware-accelerated inference engine to deploy fast and private AI anywhere. What even is ONNX? ONNX Runtime (pronounced like “Onix”, the rock-snake Pokémon) is a performance-focused scoring and inference engine for models in the Open Neural Network Exchange (ONNX) format, designed to support heavy workloads and deliver fast, reliable predictions in production scenarios. Developed by Microsoft, it provides APIs in Python, C++, C#, Java, and JavaScript, and runs on Windows, Linux, and macOS. Its core is implemented in C++ for speed, and it seamlessly interoperates with ONNX-exported models from PyTorch, TensorFlow, Keras, scikit-learn, LightGBM, XGBoost, and more. ...

May 17, 2025

Infinite Iterations

I tend to keep making new blog websites, updating the tech stack ‘cause I find something better, and just keep updating the repo. Yet, in all iterations, I always have a stock homepage which says something on the lines of ‘Welcome to my site, I’m still busy building this blog. Thank you for your patience’. The idea of starting a blog gives you the feeling of being productive and gets you going, yet I never happen to start ’the writing’. Funnily, this is the first post I’m writing here, brain dumping my problem of actually writing posts. ...

February 15, 2025