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Page 1: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

Image Credits: Chloe Cushman

Page 2: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

Image Credits: Chloe Cushman

Page 3: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

š‘“ Ɨ = š‘§

Page 4: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi
Page 5: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

Why do we eat what we eat?

Page 6: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

Why do we combine ingredients

in our recipes the way we do?

Page 7: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

Food Pairing Hypothesis

Ingredients that taste similar tend to be used togetherin traditional recipes

Ahn et. al, ā€œFlavor network and the principles of food pairingā€, Scientific Reports (2011).A Jain, NK Rakhi, G Bagler*, ā€œSpices form the basis of food pairing in Indian cuisineā€, arXiv:1502.03815 (2015).

Page 8: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

Recipes & Ingredients2543 Traditional Indian Recipes (TarlaDalal)

Regional cuisines: Bengali, Gujarati, Jain, Maharashtrian, Mughlai, Punjabi, Rajasthani, South Indian.

Page 9: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

flaā€¢vor = smell + taste

Olfactory

Gustatory

Page 10: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

Fenaroliā€™s Handbook of Flavor Ingredients

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Page 12: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

š‘…š‘Žš‘›š‘‘š‘œš‘š š¶š‘¢š‘–š‘ š‘–š‘›š‘’

Western Cuisines

Ahn et. al, Sci.Rep. (2011)

Uniform Food Pairing

Indian Cuisine

Jain et. al, PLoS ONE (2015)

Contrasting Food Pairing

Page 13: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi
Page 14: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

ā€˜Contrasting Food Pairingā€™ in Indian Cuisine

A Jain, NK Rakhi, G Bagler*, ā€œSpices form the basis of food pairing in Indian cuisineā€, arXiv:1502.03815 (2015).

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4

6

8

10

12Food Pairing

Original recipes

Herb

Plant

Diary

Cereal/Crop

Nut/seed

Plant derivative

Fruit

Vegetable

Spice

Spices are key to the food pairing in Indian cuisine

A Jain, NK Rakhi, G Bagler*, ā€œSpices form the basis of food pairing in Indian cuisineā€, arXiv:1502.03815 (2015).

Page 16: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi
Page 17: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

A Jain, NK Rakhi and G Bagler*, arXiv (2015); A Jain, NK Rakhi and G Bagler*, PLoS ONE (2015).

Best of 2015MIT Technology Review

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Molecular Essence

Novel Recipe Generation

Food Formulations

Food-Beverage

pairing

Hypothesis Testing

Nutri-Genomics

Food-Disease

Association

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ED Sonnenburg and JL Sonnenburg, Nature, 528, 484 (2015).Zeevi et al., ā€œPersonalized nutrition by prediction of glycemic responseā€, Cell, 163, 1079 (2015).

Design personalized diet to

lower glucose levels

Gut Microbes

Body Mass Index

Blood tests

Questionnaires

Food diary

Personalized Nutrition

Page 20: Leveraging food for better health using data-driven approaches  TEDx talk Ganesh Bagler IIIT Delhi

The discovery of a new dish confers

more happiness on humanity, than the

discovery of a new star.

Jean Anthelme Brillat-Savarin

ā€œā€

as seen in the canteen of Inter-University Centre for Astronomy and Astrophysics (IUCAA), Pune, circa 1998