Android assistant that rates packaged food on India's quick-commerce apps (Blinkit, Zepto, Instamart) and suggests healthier same-category swaps. Nutri-Score 2023 + FSSAI + ICMR-NIN.
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Nov 2, 2026 - PLpgSQL
Android assistant that rates packaged food on India's quick-commerce apps (Blinkit, Zepto, Instamart) and suggests healthier same-category swaps. Nutri-Score 2023 + FSSAI + ICMR-NIN.
✨ Premium Dry Fruits & Handcrafted Gifting Boutique platform rooted in Ramgarh Cantonment, Jharkhand. Built with React 19, Vite 6, Tailwind CSS v4, and a high-conversion multi-item WhatsApp Concierge Bag.
Chrome extension that verifies nutrition claims on Indian e-commerce. Open accountability for supplements.
How is coffee decoction prepared? An interactive, open-source explainer. Glassbox No. 175.
Scan a label. Get OK / CAREFUL / AVOID for you, your child or your mother. Gemma 4 + Gemini API.
LabelLens: FSSAI nutrition-rating food-label scanner PWA (INR stars, personalization, compliance PDF) — FastAPI + Tesseract
Multi-PDF Research RAG system for semantic search and question answering across research papers using LangChain, FAISS, HuggingFace Embeddings, and Groq.
Food safety transparency platform. FSSAI-aligned kitchen scoring, ML risk prediction, consumer dashboard.
AI agent that detects milk adulteration from lactometer photos, grounded in real FSSAI standards, with human-in-the-loop escalation. Built for the Kaggle 5-Day AI Agents Intensive capstone (Agents for Good track).
Fineprint: hold up any Indian snack and ask. Voice + camera food-label checker: additives banned abroad, claims vs legal limits, India vs EU recipes. Built on Appwrite and Bolna.
How is a tadka done? An interactive, open-source explainer. Glassbox No. 151.
Open data on Indian packaged-food labels: added sugar, sugar aliases, salt, and FSSAI/ICMR-NIN warning-label thresholds. By Dev Narsinghani.
Explore the importance of food safety in India with top YouTube channels for learning and discover trusted creators through IndiTubeDb.
How is ghee made? An interactive, open-source explainer. Glassbox No. 115.
How is a samosa made? An interactive, open-source explainer. Glassbox No. 125.
Extract structured per-100g nutrition facts from Indian food label images using PaddleOCR. Standalone microservice.
🏷️ PARAKH (परख) — AI-powered food label safety & nutrition intelligence for India. Powered by Gemma 4 via Google AI Studio.
Interactive map + searchable ledger of food-safety enforcement news (raids, seizures, closures) across Telangana & Andhra Pradesh, built from a daily-updating news pipeline.
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