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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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How I Shipped a 3-Model On-Device ASR Pipeline on a Phone in 2 Months with Claude Code

How I Shipped a 3-Model On-Device ASR Pipeline on a Phone in 2 Months with Claude Code

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4 min read
Data Scientist & AI Engineer — Open to Full-Time Opportunities

Data Scientist & AI Engineer — Open to Full-Time Opportunities

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1 min read
The AI Control Plane Is Becoming the New Shadow IT

The AI Control Plane Is Becoming the New Shadow IT

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7 min read
QAT vs PTQ on our edge vision model: 6 months of A/B data

QAT vs PTQ on our edge vision model: 6 months of A/B data

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4 min read
Claude Workflows & Stanford Agent Guidelines: Securing Your Cloud AI

Claude Workflows & Stanford Agent Guidelines: Securing Your Cloud AI

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3 min read
You Know Zero-Shot, One-Shot & CoT Prompting. But Do You Know ReAct?

You Know Zero-Shot, One-Shot & CoT Prompting. But Do You Know ReAct?

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6 min read
What I learned testing AI translation tools in 2026 (DeepL is still good, but LLMs caught up)

What I learned testing AI translation tools in 2026 (DeepL is still good, but LLMs caught up)

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2 min read
Age Verification's Dirty Secret: The Tech Works. The System Doesn't.

Age Verification's Dirty Secret: The Tech Works. The System Doesn't.

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3 min read
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
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