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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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What are AI Evals?

What are AI Evals?

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5 min read
DEV Track Spotlight: Designing Local Generative AI Inference with AWS IoT Greengrass (DEV316)

DEV Track Spotlight: Designing Local Generative AI Inference with AWS IoT Greengrass (DEV316)

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6 min read
When Deep Learning Meets the Devil's Wheel: RL for European Roulette (Part 1)"

When Deep Learning Meets the Devil's Wheel: RL for European Roulette (Part 1)"

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12 min read
AI Engineering for Everyone — Simple Explanations of Hard Concepts (Series Announcement)

AI Engineering for Everyone — Simple Explanations of Hard Concepts (Series Announcement)

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2 min read
Code Generation for Ablation Technique — Documentation

Code Generation for Ablation Technique — Documentation

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3 min read
Semantic Caching Cut Our LLM Costs by 40%

Semantic Caching Cut Our LLM Costs by 40%

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3 min read
What AWS’s 2025 AI and Cloud Updates Mean for Engineers Building Large Systems

What AWS’s 2025 AI and Cloud Updates Mean for Engineers Building Large Systems

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2 min read
OpenAI are quietly adopting skills, now available in ChatGPT and Codex CLI

OpenAI are quietly adopting skills, now available in ChatGPT and Codex CLI

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4 min read
From Theory to Practice: Digital Twin Core Concepts and Implementation Ideas for Engineers

From Theory to Practice: Digital Twin Core Concepts and Implementation Ideas for Engineers

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4 min read
Stop Evaluating AI Agents Like ML Models: A Paradigm Shift for Developers

Stop Evaluating AI Agents Like ML Models: A Paradigm Shift for Developers

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3 min read
Base LLMs vs Instruction-Tuned LLMs: Understanding the Architecture Behind ChatGPT and Claude

Base LLMs vs Instruction-Tuned LLMs: Understanding the Architecture Behind ChatGPT and Claude

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3 min read
Intersection-Aware Asset Placement using Computational Geometry and ML

Intersection-Aware Asset Placement using Computational Geometry and ML

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2 min read
Understanding Overfitting in Neural Networks (TensorFlow- CNN)

Understanding Overfitting in Neural Networks (TensorFlow- CNN)

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3 min read
Introduction to Server-less and AWS Lambda

Introduction to Server-less and AWS Lambda

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2 min read
I Built an EPSS-Integrated CVE Risk Scoring Tool (Day0Predictor v0.1)

I Built an EPSS-Integrated CVE Risk Scoring Tool (Day0Predictor v0.1)

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2 min read
Deploying Mooncake for LLMs: Installation & Optimization

Deploying Mooncake for LLMs: Installation & Optimization

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7 min read
Prompt Length vs. Context Window: The Real Limits Behind LLM Performance

Prompt Length vs. Context Window: The Real Limits Behind LLM Performance

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4 min read
From Catalog Chaos to Real-Time Recommendations: Building a Product Graph with LLMs and Neo4j

From Catalog Chaos to Real-Time Recommendations: Building a Product Graph with LLMs and Neo4j

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4 min read
How to Reduce GPU Cost by More Than 40% for ML Workloads

How to Reduce GPU Cost by More Than 40% for ML Workloads

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3 min read
Building PsychoAnalyze AI: An AI-Powered Interview Analysis Tool for Therapists

Building PsychoAnalyze AI: An AI-Powered Interview Analysis Tool for Therapists

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1 min read
I made search engines understand emojis (and it's weirdly useful)

I made search engines understand emojis (and it's weirdly useful)

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3 min read
Offline RAG in Modern C++: Secure Semantic Pipelines Without the Cloud

Offline RAG in Modern C++: Secure Semantic Pipelines Without the Cloud

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1 min read
How SmartKNN Learns Feature Weights Internally.

How SmartKNN Learns Feature Weights Internally.

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3 min read
I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉

I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉

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3 min read
AI-Driven Roof Modeling From Drone Imagery for for Insurance Company

AI-Driven Roof Modeling From Drone Imagery for for Insurance Company

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7 min read
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