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  **Research-led NLP for low-resource languages and specialized domains.**
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- We build culturally grounded models β€” from NER and sentiment to instruction-tuned LLMs β€” with a focus on Darija, Arabic, French, and hybrid contexts.
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- ## Services
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  - LLM fine-tuning (SFT, DPO, ORPO)
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  - Custom datasets
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  - NLP consulting
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  - AI training & coaching
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  - Domain-specific model development
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- ---
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  πŸ“¬ [email protected]
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  🌐 [typica.ai](https://typica.ai) β€’ [Blog](https://typica.ai/blog) β€’ [YouTube](https://www.youtube.com/@typica-ai2433)
 
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  **Research-led NLP for low-resource languages and specialized domains.**
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+ ### Services
 
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  - LLM fine-tuning (SFT, DPO, ORPO)
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  - Custom datasets
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  - NLP consulting
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  - AI training & coaching
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  - Domain-specific model development
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+
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  πŸ“¬ [email protected]
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  🌐 [typica.ai](https://typica.ai) β€’ [Blog](https://typica.ai/blog) β€’ [YouTube](https://www.youtube.com/@typica-ai2433)