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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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The Fog Dispersed While I Wasn't Watching: A Zero-Cost Sensor's Blind Spot

The Fog Dispersed While I Wasn't Watching: A Zero-Cost Sensor's Blind Spot

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3 min read
I've Been Misusing Reasoning Models for Months. Most Teams Are Too.

I've Been Misusing Reasoning Models for Months. Most Teams Are Too.

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4 min read
Why Apple Silicon Quietly Won the Local-AI Race (April 2026)

Why Apple Silicon Quietly Won the Local-AI Race (April 2026)

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6 min read
m2cgen: exportá tu modelo de ML sin llevar Python a producción

m2cgen: exportá tu modelo de ML sin llevar Python a producción

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5 min read
Production Model Observability: Monitoring, Drift Detection, and Alerting

Production Model Observability: Monitoring, Drift Detection, and Alerting

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12 min read
How I Built a Production AI Query Engine on 28 Tables — And Why I Used Both Text-to-SQL and Function Calling

How I Built a Production AI Query Engine on 28 Tables — And Why I Used Both Text-to-SQL and Function Calling

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3 min read
Moving Beyond Static RAG:Buiding a Live Financial Quant MCP Server for Real-Time Market Analysis

Moving Beyond Static RAG:Buiding a Live Financial Quant MCP Server for Real-Time Market Analysis

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5 min read
Why Enterprise AI Needs Ontology Before It Needs More Models

Why Enterprise AI Needs Ontology Before It Needs More Models

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6 min read
I built a pre-flight check tool for PyTorch, because silent failures are the worst kind

I built a pre-flight check tool for PyTorch, because silent failures are the worst kind

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3 min read
7 Ai Fails That Damaged Brands And How Human Support Could Have Saved Them

7 Ai Fails That Damaged Brands And How Human Support Could Have Saved Them

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13 min read
Building a Self-Healing Data Pipeline with AWS Step Functions, Bedrock, and Glue Data Quality

Building a Self-Healing Data Pipeline with AWS Step Functions, Bedrock, and Glue Data Quality

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16 min read
What Drives User Success?

What Drives User Success?

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6 min read
Building a Movie Recommender System: A Journey from Pre-Med to ML 🎬

Building a Movie Recommender System: A Journey from Pre-Med to ML 🎬

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2 min read
On-Device Document Grounding on macOS: Getting Qwen2.5-VL to Actually Work in Swift

On-Device Document Grounding on macOS: Getting Qwen2.5-VL to Actually Work in Swift

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17 min read
I built a real-time Drivable Area Segmentation model for Indian roads (Here is how it runs at 55 FPS)

I built a real-time Drivable Area Segmentation model for Indian roads (Here is how it runs at 55 FPS)

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2 min read
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