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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’m Using Google Gemini to Smart-Debug My 3rd-Year AI/ML Code 🚀

How I’m Using Google Gemini to Smart-Debug My 3rd-Year AI/ML Code 🚀

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1 min read
How Does a Computer Actually See an Image? My First Steps into Computer Vision

How Does a Computer Actually See an Image? My First Steps into Computer Vision

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7 min read
How much VRAM do you need to run or fine-tune a 70B model?

How much VRAM do you need to run or fine-tune a 70B model?

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10 min read
Only 3% of the Brain Wakes Up: The Mixture-of-Experts Playbook Behind September's Biggest Models

Only 3% of the Brain Wakes Up: The Mixture-of-Experts Playbook Behind September's Biggest Models

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6 min read
Benchmarking LLMs on ETL Logic Synthesis: Can AI Truly Replace Data Pipeline Scripting?

Kaggle Benchmarking Challenge Submission

Benchmarking LLMs on ETL Logic Synthesis: Can AI Truly Replace Data Pipeline Scripting?

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4 min read
AI-Native Software Development: Why Bolted-On AI Fails and What Building AI-First Actually Looks Like

AI-Native Software Development: Why Bolted-On AI Fails and What Building AI-First Actually Looks Like

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7 min read
Your LLM Types One Token at a Time. It Doesn't Have To.

Your LLM Types One Token at a Time. It Doesn't Have To.

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5 min read
When does an agent beat RAG? We benchmarked three pipelines on a TigerGraph knowledge graph

When does an agent beat RAG? We benchmarked three pipelines on a TigerGraph knowledge graph

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4 min read
I Built a World With Rules. Then I Changed Them.

Kaggle Benchmarking Challenge Submission

I Built a World With Rules. Then I Changed Them.

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6 min read
The data engineering reality of GNNs in production

The data engineering reality of GNNs in production

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2 min read
TrustBoundary Bench: when JSON formatting masquerades as an AI security failure

Kaggle Benchmarking Challenge Submission

TrustBoundary Bench: when JSON formatting masquerades as an AI security failure

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4 min read
Why my from-scratch Japanese LLM says "That sounds tough" to good news

Why my from-scratch Japanese LLM says "That sounds tough" to good news

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7 min read
Fine-tuning EfficientNetB0 for 104 flower classes: validation vs held-out test scores, honestly

Fine-tuning EfficientNetB0 for 104 flower classes: validation vs held-out test scores, honestly

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2 min read
Promotion-aware retail demand forecasting: what worked and what I can't claim

Promotion-aware retail demand forecasting: what worked and what I can't claim

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2 min read
How I built Dantiva and AONETHA: one sentence in, a video out, and the first paying customers

How I built Dantiva and AONETHA: one sentence in, a video out, and the first paying customers

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2 min read
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