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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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HNSW ef_search: Why Your Vector Search Misses the Right Chunk

HNSW ef_search: Why Your Vector Search Misses the Right Chunk

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6 min read
Upscaling guest photos with a local model instead of an API

Upscaling guest photos with a local model instead of an API

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4 min read
I let 10 AI models grade their own homework. Only 2 went easy on themselves.

Kaggle Benchmarking Challenge Submission

I let 10 AI models grade their own homework. Only 2 went easy on themselves.

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12 min read
Salt, spikes, and three thermostats — the neuromodules of a numpy organism

Salt, spikes, and three thermostats — the neuromodules of a numpy organism

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13 min read
I Built a Multi Linear Regression Model in Python and Exposed it as an API for my Angular App

I Built a Multi Linear Regression Model in Python and Exposed it as an API for my Angular App

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8 min read
Giving AI Agents a Memory of Your Crisp Inbox

Giving AI Agents a Memory of Your Crisp Inbox

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4 min read
I counted our agent loop: 239 lines. Frameworks and runtimes are not the same layer.

I counted our agent loop: 239 lines. Frameworks and runtimes are not the same layer.

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11 min read
Quantization‑aware healing restores 4‑bit LLM accuracy

Quantization‑aware healing restores 4‑bit LLM accuracy

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2 min read
What Fast API Is Teaching Me About Building AI Beyond the Model

What Fast API Is Teaching Me About Building AI Beyond the Model

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3 min read
Why My IoT Data Quality Misses the Mark Before ML Processing

Why My IoT Data Quality Misses the Mark Before ML Processing

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3 min read
Sentiment Analysis of Apple Tweets: An NLP Approach

Sentiment Analysis of Apple Tweets: An NLP Approach

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2 min read
RoboVerity: Benchmarking AI Models on Robotics Safety Decisions

RoboVerity: Benchmarking AI Models on Robotics Safety Decisions

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3 min read
The Use of AI in Computer Vision

The Use of AI in Computer Vision

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3 min read
Backtest 63.7%, production AUC 0.51 - a postmortem

Backtest 63.7%, production AUC 0.51 - a postmortem

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3 min read
The same pipeline, minus the cluster

The same pipeline, minus the cluster

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5 min read
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