In-depth technical writing on AI, ML, distributed systems, and modern engineering.
Two-layer classification: Layer 1 keyword matching for common intents, Layer 2 LLM classification for ambiguous messages, confidence thresho…
Script-based language detection (Devanagari/Gurmukhi Unicode blocks), storing preferred_lang per contact, language-specific error messages i…
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