Update README.md

README.md

@@ -81,6 +81,137 @@ To build India’s most practical, multilingual AI model optimized for:
 
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+## 📈 Market Opportunity
+
+India has 1.4 billion users across dozens of languages, yet most AI models are optimized for Western datasets.
+Sanchari focuses on:
+
+Indian English, Telugu, Hindi
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+Local accents
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+Local knowledge
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+Culturally aligned reasoning
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+Vernacular business workflows
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+
+Target Markets:
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+Enterprises adopting AI
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+Customer support automation
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+Healthcare conversational assistants
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+FinTech support & KYC automation
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+Education & e-learning
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+Government services (Digital India)
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+
+Projected TAM (India AI Assistants): $3.5B+ by 2027
+
+
+---
+
+## ⚡ Competitive Advantage
+
+Sanchari is designed specifically for Indian users, unlike global models trained mostly on Western data.
+
+Key differentiators:
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+Native support for Telugu + Hindi + Indian English
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+Dataset curated for Indian knowledge, culture, and business workflows
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+Lightweight model versions for on-device and low-compute deployment
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+Faster inference
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+Lower cost for Indian startups
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+Can be embedded into apps & enterprise workflows
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+Privacy-friendly deployment options
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+
+
+---
+
+## 🔧 Technical Architecture (High-Level)
+
+Tokenizer
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+Multilingual tokenizer optimized for Indic languages
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+Handles mixed-script text (Eng + Indic)
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+
+Model Family
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+Sanchari-S (200–350M) — prototype
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+Sanchari-M (1–3B) — mid-range
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+Sanchari-L (7B+) — flagship foundation model
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+
+Training Stack
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+PyTorch + DeepSpeed
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+FlashAttention
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+LoRA adapters for efficient instruction tuning
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+Multi-GPU distributed training
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+
+
+---
+
+## 💰 Funding Plan (Seed: ₹25,00,000)
+
+Where the funds go:
+
+Category	Cost
+
+Multilingual licensed datasets	₹6,00,000
+Compute for training S, M models	₹12,00,000
+Storage, inference, and deployment	₹3,00,000
+Evaluation, safety testing	₹1,00,000
+Team & operations	₹3,00,000
+
+
+Deliverables to Investors:
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+Checkpoints for Sanchari-S and M
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+Evaluation results
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+Demo API
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+Weekly updates
+
+
+
+---
+
+## 👤 Founder
+
+Srikanth B.
+AI & product innovator focused on practical, multilingual AI solutions for India.
+Experience across product development, engineering leadership, and AI adoption for scalable business use cases.
+
+Email: boorgalasrikanth@gmail.com
+
+
+---
+
+
 ## 📩 Contact
 Founder: **Srikanth**  
 Email: **boorgalasrikanth@gmail.com**