The technical and product decisions behind AamoAI - ICMR data architecture, NIaaS API design, and the engineering of Indian nutrition intelligence.
The technical and product decisions behind AamoAI - ICMR data architecture, NIaaS API design, and the engineering of Indian nutrition intelligence.
This section of the AamoAI™ Journal exists because Indian nutrition deserves more than translated guidelines. Every essay here is grounded in evidence and reviewed for practical use in Indian kitchens and clinics.
Newest essays, field notes, and clinical reviews under this topic.
Before UPI, every bank had its own payment rail and interoperability was a nightmare. Before AamoAI, every health app has its own (broken) food database. The analogy is exact.
IFCT 2017 is a static Excel file with 528 entries, inconsistent naming, and missing values. Here is the exact data engineering work that turns it into a production nutrition API.
A hands-on walkthrough of querying AamoAI's API - from authentication to getting back ICMR-aligned nutrition data for 'Dal Makhani, Punjab style, double tadka' in under 200ms.
When a user logs 'dal' in an Indian health app, which dal? At what calorie count? The regional ontology problem - and how AamoAI solves it without collapsing into chaos.
India has hundreds of diet apps and zero shared nutrition intelligence infrastructure. AamoAI is not building another app - it is building the layer that every app, hospital, and platform runs on.
ICMR-backed, IFCT-grounded nutrition science explained for Indian bodies, Indian ingredients, and In...
Nutritional intelligence for Indian festivals, fasting protocols, and seasonal eating - grounded in...
Nutritional intelligence for India's diverse regional cuisines - from state-wise dish variants to re...
ICMR-aligned clinical nutrition guidance for dieticians, hospital teams, and patients managing chron...
Practical, ICMR-aligned nutrition intelligence for Indian families - meal planning, seasonal eating,...
Honest, behind-the-scenes accounts of building India's nutrition intelligence infrastructure - IFCT...