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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 I Built an AI Content Detection System from Scratch

How I Built an AI Content Detection System from Scratch

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4 min read
Cartoon Universe: How to Teach a Diffusion Model Some Manners

Cartoon Universe: How to Teach a Diffusion Model Some Manners

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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
Choosing the Right Vector Embedding Model and Dimension: A School Analogy That Makes Everything Clear

Choosing the Right Vector Embedding Model and Dimension: A School Analogy That Makes Everything Clear

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5 min read
What If GPT Didn’t “Learn”, It Just Found a Winning Lottery Ticket?

What If GPT Didn’t “Learn”, It Just Found a Winning Lottery Ticket?

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4 min read
Why AI Models Fail at Iterative Reasoning — And What Architecture Changes Could Fix It

Why AI Models Fail at Iterative Reasoning — And What Architecture Changes Could Fix It

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9 min read
I made an AI that detects landmines

I made an AI that detects landmines

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6 min read
Your AI Agent Is Lying To You: The Silent Failures Nobody's Debugging

Your AI Agent Is Lying To You: The Silent Failures Nobody's Debugging

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4 min read
Integrate Voice AI with Salesforce for CRM Sync: My Implementation Journey

Integrate Voice AI with Salesforce for CRM Sync: My Implementation Journey

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13 min read
Understanding RNNs – Part 4: The Vanishing and Exploding Gradient Problem

Understanding RNNs – Part 4: The Vanishing and Exploding Gradient Problem

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3 min read
The Ultimate Guide to Self-Reflective RAG (CRAG): Solving the Hallucination Crisis

The Ultimate Guide to Self-Reflective RAG (CRAG): Solving the Hallucination Crisis

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3 min read
AI Trading: Day 114 — 31 Lessons (February 19, 2026)

AI Trading: Day 114 — 31 Lessons (February 19, 2026)

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1 min read
AI Trading: Day 86/90 — 7 Lessons (January 22, 2026)

AI Trading: Day 86/90 — 7 Lessons (January 22, 2026)

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1 min read
Protecting Language Models Against Unauthorized Distillation through Trace Rewriting

Protecting Language Models Against Unauthorized Distillation through Trace Rewriting

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4 min read
I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)

I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)

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1 min read
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