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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 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
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
Creating Personal AI Agents in Multiplayer Games with LoRA Adapters: An Efficient and Memory-Saving Solution

Creating Personal AI Agents in Multiplayer Games with LoRA Adapters: An Efficient and Memory-Saving Solution

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4 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
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
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
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
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
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
Why NumPy and Pandas Are Essential: A Beginner’s Realization in AI/ML

Why NumPy and Pandas Are Essential: A Beginner’s Realization in AI/ML

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2 min read
I Built a Brazilian Portuguese LLM from Scratch - Here's What I Learned

I Built a Brazilian Portuguese LLM from Scratch - Here's What I Learned

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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
A “frozen” dictionary for Python

A “frozen” dictionary for Python

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3 min read
Why your AI assistant lies to you (and how to fix it)

Why your AI assistant lies to you (and how to fix it)

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4 min read
Module Installation Fails Due to Unresolved Dependencies

Module Installation Fails Due to Unresolved Dependencies

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4 min read
Linear Algebra for AI — Part 2: Deep Understanding of Vectors

Linear Algebra for AI — Part 2: Deep Understanding of Vectors

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

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

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2 min read
Building SSR-Friendly Avatars with In-Browser AI: How I Trained Python Models and Ported Them to TensorFlow.js

Building SSR-Friendly Avatars with In-Browser AI: How I Trained Python Models and Ported Them to TensorFlow.js

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3 min read
Multi-Agent LLMs Successfully Translate Complex Texts (The Quran)

Multi-Agent LLMs Successfully Translate Complex Texts (The Quran)

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2 min read
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