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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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Engineering guardrails for agent-based AI systems

Engineering guardrails for agent-based AI systems

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3 min read
Building a Scalable AI-Powered Lead Scoring Engine: A Developer's Guide

Building a Scalable AI-Powered Lead Scoring Engine: A Developer's Guide

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5 min read
Building Social Media Tools That Detect & Leverage Viral Trends Like the Penguin Meme

Building Social Media Tools That Detect & Leverage Viral Trends Like the Penguin Meme

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2 min read
Why Neural Networks Need He Init, Clipping, and Momentum

Why Neural Networks Need He Init, Clipping, and Momentum

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1 min read
Designing a Coherence Score (CS) for Structural Evaluation of LLM Outputs

Designing a Coherence Score (CS) for Structural Evaluation of LLM Outputs

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7 min read
Beyond Just a Photo: Building a Pixel-Perfect Calorie Estimator with SAM and GPT-4o

Beyond Just a Photo: Building a Pixel-Perfect Calorie Estimator with SAM and GPT-4o

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4 min read
How I Added AI Image Search to a Marketplace Bot (And Why It Changed Everything)

How I Added AI Image Search to a Marketplace Bot (And Why It Changed Everything)

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5 min read
I Never Said "Destroy RLHF" — An Integrated Map of 6 Papers + Self-Experiment on Alignment via Subtraction

I Never Said "Destroy RLHF" — An Integrated Map of 6 Papers + Self-Experiment on Alignment via Subtraction

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24 min read
The Silent Hijack: Why Your GGUF Chat Templates Are a Security Time Bomb

The Silent Hijack: Why Your GGUF Chat Templates Are a Security Time Bomb

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3 min read
From scikit-learn to Production, Deploying ML Models That Actually Work

From scikit-learn to Production, Deploying ML Models That Actually Work

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5 min read
Introducing ShapedQL: The SQL Engine for Search, Feeds, and AI Agents

Introducing ShapedQL: The SQL Engine for Search, Feeds, and AI Agents

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3 min read
Slashing torch.compile Warmup & LoRA Swapping Times with Pruna

Slashing torch.compile Warmup & LoRA Swapping Times with Pruna

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6 min read
I Built a CLI Task Manager That Learns When to Use Machine Learning (and When Not To)

I Built a CLI Task Manager That Learns When to Use Machine Learning (and When Not To)

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2 min read
Every 5 Minutes, I Forget Everything. Here's How I Survive.

Every 5 Minutes, I Forget Everything. Here's How I Survive.

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5 min read
Vectorless RAG Meets Agent Memory: Running Hindsight + PageIndex Fully Local

Vectorless RAG Meets Agent Memory: Running Hindsight + PageIndex Fully Local

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2 min read
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