A 2026 look at three bio-ML opinions I had in 2024

Edge AI vs ML Compilers

Built a 24MB offline ML app with Burn (burn.dev) + Tauri - running on my iPhone at 80ms inference.

Qwen2.5 runs on my own ML framework (Magnetron)

I wrote a book! "Ultimate ONNX for Deep Learning Optimization" (Edge ML)

Dispor - Deploy ML Models from Jupyter Notebooks

Offline symbolic regression guided by ML diagnostics – early prototype demo

ML: Burn or Candle?

ML-DSA in golang

Learn more about AI/Ml!

mlship – Zero-config ML model serving across frameworks

Showcase: Python automation to collect daily AI/ML news into Excel and Google Sheets

Implementing adversarial attacks (PGD) in Rust to speed up Python ML pipelines

Career Transition Advice: ERP Consultant Moving to AI/ML or DevOps

Commandry - A Command-Line Parser for Standard ML

YOCaml a framework used to describe static site generator

If it ain’t broke, …

NOMA: autodiff as a compiler pass (Rust -> LLVM IR) for tiny native ML binaries, looking for contributors !

Porting a complete HTML5 parser and browser test suite [from Python to OCaml using LLMs]

Show HN: Autograd.c – A tiny ML framework built from scratch

Linux kernel community discussion on ML/LLM tools in kernel development

Noise, Stability, and ML model Calibration

My first Rust project: an offline manga translator with candle ML inference

Nested Learning: A new ML paradigm for continual learning

Built ToucanDB – a minimal open source ML-first vector database engine

I embedded GROBID (a Java ML library) directly into Rust using GraalVM Native Image + JNI for scientific PDF parsing

A git repo for ML/DL engineers

Built an Autonomous Cyber Defense System with ML and Post-Quantum Crypto - Now Open Source

ML + Automation for Compiler Optimization (Experiment)

There is no major ML or LLM Inference lib for Zig should I try making it ?

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