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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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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
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Hero's AI

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

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

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3 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
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
The 10-80-10 Principle — Why Your AI Output Is 5x Worse Than It Should Be
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The 10-80-10 Principle — Why Your AI Output Is 5x Worse Than It Should Be

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3 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
Benchmark Shadows Study: Data Alignment Limits LLM Generalization

Benchmark Shadows Study: Data Alignment Limits LLM Generalization

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6 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?
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What Does an LLM Actually Do?

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17 min read
Building Your Own "Google Maps for Codebases": A Guide to Semantic Code Search with LLMs

Building Your Own "Google Maps for Codebases": A Guide to Semantic Code Search with LLMs

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6 min read
Agent SRE — SLOs, Error Budgets, and Circuit Breakers for AI Agents

Agent SRE — SLOs, Error Budgets, and Circuit Breakers for AI Agents

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5 min read
From ML Model to Deployable AI App – MoodSense AI
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From ML Model to Deployable AI App – MoodSense AI

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1 min read
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