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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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I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie πŸ“‰

I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie πŸ“‰

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3 min read
πƒπžπžπ© π‹πžπšπ«π§π’π§π : 𝐀 π“π’π¦πžπ₯𝐒𝐧𝐞 𝐨𝐟 𝐊𝐞𝐲 𝐌𝐒π₯𝐞𝐬𝐭𝐨𝐧𝐞𝐬

πƒπžπžπ© π‹πžπšπ«π§π’π§π : 𝐀 π“π’π¦πžπ₯𝐒𝐧𝐞 𝐨𝐟 𝐊𝐞𝐲 𝐌𝐒π₯𝐞𝐬𝐭𝐨𝐧𝐞𝐬

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1 min read
How to Build a Voice AI Agent for HVAC Customer Support: My Experience

How to Build a Voice AI Agent for HVAC Customer Support: My Experience

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14 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
AI Ops for Small Engineering Teams: A Simple Guide Without the Enterprise Jargon

AI Ops for Small Engineering Teams: A Simple Guide Without the Enterprise Jargon

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4 min read
Day 23 of improving my Data Science skills

Day 23 of improving my Data Science skills

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2 min read
SleepSound-DeepFilter: Fine-Tuning Whisper for Real-time Sleep Apnea and Snoring Detection

SleepSound-DeepFilter: Fine-Tuning Whisper for Real-time Sleep Apnea and Snoring Detection

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3 min read
My Learning Journey – Google 5-Day AI Agents Intensive & Travel Multi-Agent System

My Learning Journey – Google 5-Day AI Agents Intensive & Travel Multi-Agent System

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5 min read
Understanding Backpropagation with Python Examples β€” Part 2

Understanding Backpropagation with Python Examples β€” Part 2

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2 min read
How to Build an AI Agent Evaluation Framework from Scratch

How to Build an AI Agent Evaluation Framework from Scratch

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5 min read
Building a 168x Faster AI Inference Engine in Rust: Our Open Source Journey

Building a 168x Faster AI Inference Engine in Rust: Our Open Source Journey

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1 min read
The Control Tower Behind `import torch`

The Control Tower Behind `import torch`

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12 min read
A β€œfrozen” dictionary for Python

A β€œfrozen” dictionary for Python

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3 min read
Linear Algebra for AI β€” Part 2: Deep Understanding of Vectors

Linear Algebra for AI β€” Part 2: Deep Understanding of Vectors

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4 min read
You Don’t Need RAG to Build a Domain Sentiment Engine β€” A Single LLM + JSON Works

You Don’t Need RAG to Build a Domain Sentiment Engine β€” A Single LLM + JSON Works

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2 min read
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