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I built ganfs: A Python package that uses GANs to automate feature selection for

BACKGROUND
2 SIGNALSFIRST DETECTED 30 July 2026
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9 Apr
Built an automated quality scoring system for AI training datasets — here's how it works and what we learned

<!-- SC_OFF --><div class="md"><p>Disclosure: I built LabelSets (labelsets.ai). Sharing the technical approach behind how we score dataset quality.</p> <p>THE PROBLEM</p> <p>Most

OPINION · HOW · ArtificialInteligenceOPEN STORY
19 May
We built a tool that installs frameworks like ComfyUI, Ollama, OpenWebUI etc on any cloud GPU in one command and saves your whole setup between sessions [R]

<!-- SC_OFF --><div class="md"><p>We kept running into the same problem every time we rented a GPU to run Ollama + OpenWebUI or ComfyUI, we'd spend the first 45 minutes

OPINION · HOW · MachineLearningOPEN STORY
1 May
Built an open source tool that gives AI assistants a persistent knowledge graph of your codebase – 450k downloads and 40k stars in 26 days.

<!-- SC_OFF --><div class="md"><p>Been heads down building graphify since April 5th. The idea: instead of stuffing your entire codebase into context every session, build a

OPINION · HOW · ArtificialInteligenceOPEN STORY
29 Apr
Built an ML model that predicts UFC fights and use AI to explain why [P]

<!-- SC_OFF --><div class="md"><p>Been a UFC fan for years and recently had some spare time to build a web app that uses Machine Learning to predict which fighter will win as a

OPINION · WHO · MachineLearningOPEN STORY
20 Jun
Built a Global AQ (PM2.5) Forecaster ML Model [P]

<!-- SC_OFF --><div class="md"><p>Hey everyone,</p> <p>I’ve been building an end-to-end Air Quality (PM2.5) forecasting pipeline for 4 countries (US, UK, India, Australia) using

OPINION · HOW · MachineLearningOPEN STORY
11 May
A hackable compiler to generate efficient fused GPU kernels for AI models [P]

<!-- SC_OFF --><div class="md"><p>The modern ML (LLM) compiler stack is brutal. TVM is 500K+ lines of C++. PyTorch piles Dynamo, Inductor, and Triton on top of each other. I built

OPINION · HOW · MachineLearningOPEN STORY
30 Mar
[P] fastrad: GPU-native radiomics library — 25× faster than PyRadiomics, 100% IBSI-compliant, all 8 feature classes

<!-- SC_OFF --><div class="md"><p>PyRadiomics is the de facto standard for radiomic feature extraction, but it's CPU-only and takes ~3 seconds per scan. At scale, that's a

OPINION · HOW · MachineLearningOPEN STORY
5 May
Anomaly Detection Belongs in Your Database — built SIMD-accelerated isolation forests into Stratum's SQL engine [P]

<!-- SC_OFF --><div class="md"><p>We added native anomaly detection in Stratum, our columnar analytics engine for the JVM. Train and score isolation forest models entirely from

OPINION · WHERE · MachineLearningOPEN STORY
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