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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Structured channel pruning got our detector under 12ms on a Jetson

Structured channel pruning got our detector under 12ms on a Jetson

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4 min read
Serving 40 LoRA adapters on one base model: the throughput we got

Serving 40 LoRA adapters on one base model: the throughput we got

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4 min read
Why Shade Matching Online Keeps Failing (It's a Lighting Problem, Not a Photo Problem)

Why Shade Matching Online Keeps Failing (It's a Lighting Problem, Not a Photo Problem)

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4 min read
torch.compile recompiled our SDXL UNet 38 times in production

torch.compile recompiled our SDXL UNet 38 times in production

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4 min read
Why Your Treasure Hunt Engine Kept Crashing at 1.2M Concurrent Connections

Why Your Treasure Hunt Engine Kept Crashing at 1.2M Concurrent Connections

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3 min read
GPT-5.5: OpenAI Admits Decline. The AI Reality Check.

GPT-5.5: OpenAI Admits Decline. The AI Reality Check.

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9 min read
I Got Tired of Training Jobs Crashing at Hour 6 — So I Built Veriflow

I Got Tired of Training Jobs Crashing at Hour 6 — So I Built Veriflow

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3 min read
Four filters I apply when pulling HuggingFace models into an AI tools directory

Four filters I apply when pulling HuggingFace models into an AI tools directory

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5 min read
Thali Edition, Part 2: The Masala Box: Your Skillset Toolkit 🧰👷🏽

Thali Edition, Part 2: The Masala Box: Your Skillset Toolkit 🧰👷🏽

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1 min read
How to Learn Machine Learning from Scratch

How to Learn Machine Learning from Scratch

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9 min read
A Practical Guide to Evaluating Multi-Turn Agent Trajectories

A Practical Guide to Evaluating Multi-Turn Agent Trajectories

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6 min read
Building a Scalable Audio Transcription Pipeline with Faster-Whisper

Building a Scalable Audio Transcription Pipeline with Faster-Whisper

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4 min read
How Neural Networks Actually Work — A Thread for Curious Minds

How Neural Networks Actually Work — A Thread for Curious Minds

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2 min read
Treasure Hunt Engine: How We Blew Up the Docs and Built a System That Actually Works

Treasure Hunt Engine: How We Blew Up the Docs and Built a System That Actually Works

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4 min read
Metadata Routing

Metadata Routing

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13 min read
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