Monthly Archives: November 2025

AI & Machine Learning

You don’t choose an LLM instead of NLP. It’s more like choosing between a specific master chef and the entire concept of cooking.

NLP (Natural Language Processing) is the entire field of cooking. An LLM (Large Language Model) is a brilliant, all-purpose chef trained by reading every cookbook in the world. Here’s when you'd "choose the chef" (the…

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November 15, 2025
AI & Machine Learning / Programming

How LLM Method Processes Market Data Classification

1. Data Collection & Preprocessing python # The system gathers multiple data dimensions: class DataCollector: def collect_market_signals(self): return { 'price_data': self.get_price_movement(), 'volume_data': self.get_volume_analysis(), 'sentiment_data': self.get_market_sentiment(), 'technical_indicators': self.get_technical_analysis(), 'market_metrics': self.get_market_metrics() } 2. Multi-Dimensional…

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November 9, 2025
AI & Machine Learning

The Core NLP Pipeline

Our CV analyzer uses a pattern-based NLP approach that mimics human understanding through multiple processing layers: CV Text → Text Extraction → Skill Pattern Matching → Experience Detection → Scoring & Classification…

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November 7, 2025