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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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Binary Test Rewards in Code Agent RL Reward Sloppy Diffs

Binary Test Rewards in Code Agent RL Reward Sloppy Diffs

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Comments 3
3 min read
KEMT: Benchmarking AI Translation Across Five Kenyan Languages

Kaggle Benchmarking Challenge Submission

KEMT: Benchmarking AI Translation Across Five Kenyan Languages

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Comments 3
12 min read
It scored 100%. Its note scored 0%

Kaggle Benchmarking Challenge Submission

It scored 100%. Its note scored 0%

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Comments 2
7 min read
Multi-Reward RL, Part 3: GDPO + CISPO + REPO-R at 27B, and the Advantage Floor That Stopped Learning

Multi-Reward RL, Part 3: GDPO + CISPO + REPO-R at 27B, and the Advantage Floor That Stopped Learning

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12 min read
Can a Better Model Be a Worse Thinking Partner?

Kaggle Benchmarking Challenge Submission

Can a Better Model Be a Worse Thinking Partner?

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10 min read
เซ็นเซอร์หมวกกันน็อค

เซ็นเซอร์หมวกกันน็อค

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2 min read
I'm a backend engineer. Here's the order I'd learn AI engineering in (no math first)

I'm a backend engineer. Here's the order I'd learn AI engineering in (no math first)

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5 min read
Estimating LLM VRAM in 15 lines of JavaScript: weights, KV cache and headroom

Estimating LLM VRAM in 15 lines of JavaScript: weights, KV cache and headroom

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4 min read
Five hundred milliseconds of silence: how a voice agent decides you have finished

Five hundred milliseconds of silence: how a voice agent decides you have finished

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6 min read
LLM-as-a-Judge: Claude Gave 68% of Answers a 7 or 8 Out of 10

LLM-as-a-Judge: Claude Gave 68% of Answers a 7 or 8 Out of 10

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6 min read
Build a Customer Churn Prediction Model in Python (Portfolio Project)

Build a Customer Churn Prediction Model in Python (Portfolio Project)

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1 min read
DeepSpeed ZeRO vs PyTorch FSDP2, Measured: 1.8x on NVLink, Barely Finishing on PCIe (Plus How to Actually Get GPUs on GKE)

DeepSpeed ZeRO vs PyTorch FSDP2, Measured: 1.8x on NVLink, Barely Finishing on PCIe (Plus How to Actually Get GPUs on GKE)

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10 min read
The models small enough to fit on a phone are the worst at understanding children

The models small enough to fit on a phone are the worst at understanding children

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5 min read
LLMs Pass the Data-Science Quiz, Then Give Different Advice: A Kaggle Benchmark of 36 Measured Judgment Calls

Kaggle Benchmarking Challenge Submission

LLMs Pass the Data-Science Quiz, Then Give Different Advice: A Kaggle Benchmark of 36 Measured Judgment Calls

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7 min read
My benchmark scored GPT-5.4 mini 1.00 by silently skipping the 3 questions it failed

Kaggle Benchmarking Challenge Submission

My benchmark scored GPT-5.4 mini 1.00 by silently skipping the 3 questions it failed

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8 min read
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