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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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How to Add Persistent Memory to an LLM App (Without Fine-Tuning) — A Practical Architecture Guide

How to Add Persistent Memory to an LLM App (Without Fine-Tuning) — A Practical Architecture Guide

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4 min read
I Built 4,882 Self-Healing AI Agents on 8 GB VRAM — Here's the Architecture

I Built 4,882 Self-Healing AI Agents on 8 GB VRAM — Here's the Architecture

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4 min read
Building Transformer from Scratch

Building Transformer from Scratch

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8 min read
Beyond Words: Building an AI Stress Detector with Wav2Vec 2.0 and PyTorch

Beyond Words: Building an AI Stress Detector with Wav2Vec 2.0 and PyTorch

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4 min read
Deploy Kaggle Notebooks with git push — I Built a CLI Tool for It

Deploy Kaggle Notebooks with git push — I Built a CLI Tool for It

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3 min read
Why OCR for CJK Languages Is Still a Hard Problem in 2026 — And How I'm Tackling It

Why OCR for CJK Languages Is Still a Hard Problem in 2026 — And How I'm Tackling It

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3 min read
Don't Crash Your Body: Build a Real-Time Burnout Forecaster with PyTorch and InfluxDB ⌚️🔥

Don't Crash Your Body: Build a Real-Time Burnout Forecaster with PyTorch and InfluxDB ⌚️🔥

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4 min read
2am Debugger. 9am Builder.

2am Debugger. 9am Builder.

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1 min read
You Can Ban AI in Interviews — But You Can’t Ban the Architecture

You Can Ban AI in Interviews — But You Can’t Ban the Architecture

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4 min read
I Built a 9-Agent AI Pipeline That Optimizes Resumes in 60 Seconds

I Built a 9-Agent AI Pipeline That Optimizes Resumes in 60 Seconds

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5 min read
How I Built a Self-Correcting ML Pipeline That Runs for Days Without Human Intervention

How I Built a Self-Correcting ML Pipeline That Runs for Days Without Human Intervention

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6 min read
We Built a Production-Ready Auto-Reply Chatbot (FastAPI + OpenAI + Hybrid Retrieval)

We Built a Production-Ready Auto-Reply Chatbot (FastAPI + OpenAI + Hybrid Retrieval)

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2 min read
Designing AI Agent Personalities: A Practical Framework

Designing AI Agent Personalities: A Practical Framework

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4 min read
NF-1: How I Built a Resource-Zero Programming Language for Low-End Hardware at Age 14.

NF-1: How I Built a Resource-Zero Programming Language for Low-End Hardware at Age 14.

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1 min read
A Complete Beginner's Guide to Item-Item Recommendations with Matrix Factorization and BPR

A Complete Beginner's Guide to Item-Item Recommendations with Matrix Factorization and BPR

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4 min read
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