Update README.md

README.md

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 # 🤖 Typica.ai
 
-**AI that belongs. Built with care. Grounded in research.**
+**Research-led NLP for low-resource languages and specialized domains.**
 
-Typica.ai develops NLP models for **underrepresented languages** and **specialized domains**, with a focus on cultural relevance, real-world use, and research-grade rigor.
-
-We don’t fine-tune for local flavor — we build from scratch when necessary.
-
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-
-## 🧠 What We Do
-
-- 🧪 **LLM Fine-Tuning & Alignment** – SFT, DPO, ORPO  
-- 📊 **Data Creation & Curation** – Task-specific, high-quality datasets  
-- 🧭 **AI & NLP Consulting** – Strategy, evaluation, deployment  
-- 🧑‍🏫 **Training & Coaching** – Hands-on for teams and professionals  
-- 🛠️ **Custom AI Solutions** – Tailored to your language and industry
+We build culturally grounded models — from NER and sentiment to instruction-tuned LLMs — with a focus on Darija, Arabic, French, and hybrid contexts.
 
 ---
 
-## 🌍 Our Focus
-
-We specialize in **low-resource**, **code-switched**, and **multilingual NLP** — working across:
+## Services
 
-- Darija 🇲🇦  
-- Modern Standard Arabic 🕌  
-- French 🇫🇷  
-- English 🌐  
+- LLM fine-tuning (SFT, DPO, ORPO)  
+- Custom datasets  
+- NLP consulting  
+- AI training & coaching  
+- Domain-specific model development
 
 ---
 
-## 🚀 Explore Our Work
-
-We’ve built models for:
-
-- NER  
-- Sentiment Analysis  
-- POS Tagging  
-- Toxicity Detection  
-- Semantic Search  
-- Instruction-Tuned LLMs
-
-All evaluated with semantic fidelity — not just benchmark scores.
-
----
-
-## 🤝 Let’s Collaborate
-
-Ready to build smarter NLP?  
-📬 **[email protected]**  
+📬 [email protected]  
 🌐 [typica.ai](https://typica.ai) • [Blog](https://typica.ai/blog) • [YouTube](https://www.youtube.com/@typica-ai2433)
 
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-
-**Typica.ai**  
-Research-led. Culture-centered. Bootstrapped by design.
+**Bootstrapped. Culture-centered. Built with care.**