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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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Beyond the Hype: Building a Practical AI-Powered Codebase Assistant from Scratch

Beyond the Hype: Building a Practical AI-Powered Codebase Assistant from Scratch

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5 min read
Building "Vexa": The Journey of Crafting a Voice-Controlled Local AI Agent from Scratch

Building "Vexa": The Journey of Crafting a Voice-Controlled Local AI Agent from Scratch

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3 min read
Introduction to ML Compilers + Roadmap (MLIR, TVM, GPU Kernels)

Introduction to ML Compilers + Roadmap (MLIR, TVM, GPU Kernels)

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1 min read
"Beyond the Hype: Building a Practical AI-Powered Code Query Engine"

"Beyond the Hype: Building a Practical AI-Powered Code Query Engine"

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5 min read
My Sales Agent Stopped Forgetting. Here's What Changed When I Added Hindsight.

My Sales Agent Stopped Forgetting. Here's What Changed When I Added Hindsight.

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5 min read
Hero's AI

Hero's AI

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8 min read
Hackathon Project: How I built an AI Recommender System for SMEs

Hackathon Project: How I built an AI Recommender System for SMEs

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2 min read
I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.

I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.

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6 min read
Reinforcement Learning / Q Learning Basics with Tic Tac Toe

Reinforcement Learning / Q Learning Basics with Tic Tac Toe

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3 min read
Setting up a SIP trunk for Voice AI: step-by-step (Twilio + Vapi)

Setting up a SIP trunk for Voice AI: step-by-step (Twilio + Vapi)

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4 min read
AI's Quantum Leap, Coding Challenges, and WordPress Updates

AI's Quantum Leap, Coding Challenges, and WordPress Updates

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2 min read
Benchmark Shadows Study: Data Alignment Limits LLM Generalization

Benchmark Shadows Study: Data Alignment Limits LLM Generalization

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6 min read
I Was Tired of Sorting User Feedback, So I Let AI Classify It

I Was Tired of Sorting User Feedback, So I Let AI Classify It

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5 min read
Introducing SynapseKit: The Async-Native Python LLM Framework I Built Because LangChain's Async is Broken

Introducing SynapseKit: The Async-Native Python LLM Framework I Built Because LangChain's Async is Broken

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2 min read
What Does an LLM Actually Do?

What Does an LLM Actually Do?

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17 min read
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