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Understanding Errors in Machine Learning: Accuracy, Precision, Recall & F1 Score

Understanding Errors in Machine Learning: Accuracy, Precision, Recall & F1 Score

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3 min read
How I Built a "Story-to-Data" Engine in Python (Because Faker Wasn't Enough)

How I Built a "Story-to-Data" Engine in Python (Because Faker Wasn't Enough)

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3 min read
PyTorch Models Are Executables: Why I Built a Scanner to Stop "Pickle Bombs"

PyTorch Models Are Executables: Why I Built a Scanner to Stop "Pickle Bombs"

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3 min read
Why I Built a Spark-Native LLM Evaluation Framework

Why I Built a Spark-Native LLM Evaluation Framework

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9 min read
Build an AI Crypto Research Agent with Claude and LunarCrush API

Build an AI Crypto Research Agent with Claude and LunarCrush API

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13 min read
The AI Web Scraper: One Workflow to Scrape Anything (n8n Part 3)

The AI Web Scraper: One Workflow to Scrape Anything (n8n Part 3)

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8 min read
Day 16: Delta Lake Explained - How Spark Finally Became Reliable for Production ETL

Day 16: Delta Lake Explained - How Spark Finally Became Reliable for Production ETL

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2 min read
AI Twin โ€” Voice Cloning with Text-to-Speech

AI Twin โ€” Voice Cloning with Text-to-Speech

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2 min read
The OptiPFair Series #1: Forging the Future with Small Models โ€” An Architectural Analysis with Pere Martra

The OptiPFair Series #1: Forging the Future with Small Models โ€” An Architectural Analysis with Pere Martra

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8 min read
Performance Degradation Due to ORM Misuse

Performance Degradation Due to ORM Misuse

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4 min read
I Built a Fun Functional ATM in Python (And It Taught Me More Than I Expected ๐Ÿ’ณ๐Ÿ)

I Built a Fun Functional ATM in Python (And It Taught Me More Than I Expected ๐Ÿ’ณ๐Ÿ)

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2 min read
How I built a local-first Reddit tool without cloud infrastructure

How I built a local-first Reddit tool without cloud infrastructure

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4 min read
Introducing the Mapbox MCP Server: Location Intelligence for AI Agents

Introducing the Mapbox MCP Server: Location Intelligence for AI Agents

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8 min read
How AI Learns: Gradient Descent Explained Through a Midnight Smoky Jollof Adventure

How AI Learns: Gradient Descent Explained Through a Midnight Smoky Jollof Adventure

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6 min read
repoindex: Give Claude Code Awareness of Your Entire Repository Collection

repoindex: Give Claude Code Awareness of Your Entire Repository Collection

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2 min read
CTK: Manage All Your AI Conversations in One Place

CTK: Manage All Your AI Conversations in One Place

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3 min read
How I Automated 90% of Data Requests Using LLM-Powered SQL Generation

How I Automated 90% of Data Requests Using LLM-Powered SQL Generation

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7 min read
symlik: Symbolic Likelihood Models in Python

symlik: Symbolic Likelihood Models in Python

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2 min read
Rerum: A Pattern Matching and Term Rewriting Library for Python

Rerum: A Pattern Matching and Term Rewriting Library for Python

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2 min read
Exploring the OpenAI-Compatible APIs in Amazon Bedrock: A CLI Journey Through Project Mantle

Exploring the OpenAI-Compatible APIs in Amazon Bedrock: A CLI Journey Through Project Mantle

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8 min read
runners y cuantificacion de modelos

runners y cuantificacion de modelos

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4 min read
The Death of Brittle Scripts: Architecting a Self-Healing AI Automation Ecosystem

The Death of Brittle Scripts: Architecting a Self-Healing AI Automation Ecosystem

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3 min read
Day - 5/6? Building Raw Code Of Ai Models

Day - 5/6? Building Raw Code Of Ai Models

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1 min read
Create and Customize Excel Pivot Tables Using Python

Create and Customize Excel Pivot Tables Using Python

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6 min read
BiasAwareFeedback: Detecting Textual Bias with NLP (Mini-Research Project)

BiasAwareFeedback: Detecting Textual Bias with NLP (Mini-Research Project)

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2 min read
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