Introduction Nutrition tracking apps are becoming increasingly popular as people become more conscious of their health and wellness. These apps allow users to track their food intake, monitor their macronutrient and micronutrient intake, and set goals for weight loss, muscle gain, or other health-related objectives. The popularity of nutrition-tracking apps has been driven by their convenience, ease of use, and ability to provide personalised feedback and recommendations (Duffey & Popkin,

Introduction India is facing a burden of malnutrition, nearly a quarter of women of reproductive age are undernourished, with a body mass index (BMI) of less than 18.5 kg/m (1). It is estimated nearly one-third of women of reproductive age and nearly half of the pregnant women are anaemic all across the world. The WHO has classified India as a country with severe anaemia among pregnant women (2). Men and

Introduction As the field of nutrition advances, the data it produces is becoming more intricate and multifaceted, necessitating novel methods for analysis. Malnutrition is the root cause of an increasing number of chronic illnesses that have multiple causes, leading to the generation of intricate data sets. However, with recent advances in technology and coding, Machine Learning (ML), a subfield of Artificial Intelligence (AI), can be a valuable tool for tackling

Introduction Nutrition informatics (NI) is the efficient retrieval, organisation, storage, and optimal application of information, data, and knowledge for food and nutrition problem-solving and decision-making. There is an increasing opportunity to provide technology-enabled behavioural change interventions to assist NI research and practice. (1) Access to a sufficient, safe, and nutritious food supply is critical for the rising worldwide population. However, food waste has become a major concern worldwide due to

Pharmacogenomics Human genetics is a fast-expanding area of study. Pharmacogenomics is the study of the genetic components that affect how an individual will react to a certain substance. The phrase, which is a combination of the terms "pharmacology" and "genomics," refers to the intersection of genetics and drugs. Pharmacogenomics aims to customize a patient's therapy. Pharmacogenomics is making it possible to determine a person's genetic makeup and use that knowledge

Introduction Gamification of education is a growth strategy that uses game design aspects in educational settings to boost learners' motivation and engagement. ( Dichev et al.,2017 )3. The goal of gamification, a new development in study and practice, is to use people's innate love of games to inspire motivation or engagement by incorporating game design features into situations that are not games. Gamification is widely understood to be a useful

Introduction In order to study the handling, storage, retrieval, and application of information, the multidisciplinary area of informatics incorporates computer science, information science, and other related fields. It entails using technology and tools for data analysis to gather, organise, analyse, and disseminate information across various industries, including healthcare, business, science, and education. The field of informatics is significant since it deals with various information-related activities using both manual and automated

Introduction In order to study the handling, storage, retrieval, and application of information, the multidisciplinary area of informatics incorporates computer science, information science, and other related fields. It entails using technology and tools for data analysis to gather, organise, analyse, and disseminate information across various industries, including healthcare, business, science, and education. The field of informatics is significant since it deals with various information-relat What is Data Visualization Data visualization