Machine learning for recipe recommendation
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About
The project’s goal is to augment the client’s proprietary smart kitchen appliance with a custom machine-learning system. Our solution is a combination of different machine learning algorithms to understand relations between cooking ingredients and flavorings and use that knowledge to elevate end-users dishes. Read more
CASE STUDY DETAILS
Spicerr
Seed to Series A Startup
?, Israel
Project work
1 - 5 people
12 - 24 Months
€50 - 250K
Agile
FOCUS AREA
Challenge, approach, and impact
Device augmentation with AI
Our client's core product is a smart kitchen appliance supported by a mobile application. Apart from receiving and processing data from the device, it's meant to provide AI-powered assistance with enriching recipes and suggesting replacements for missing ingredients.
Focus on the user
Other milestones in the development of AI behind the application are smart suggestions for spice blends and flavor customization based on the user's individual preferences.
Understanding spices
The most significant challenge we encountered was "how to make software understand what are ingredients and how to use them?". We were facing a lot of experimentation with Machine Learning models.
Personal preferences
There is no "one-size-fits-all" solution in the culinary realm. Taste preferences are subjective, and this is reflected in numerous approaches to blending herbs and spices. We had to take it into account.
Testimonials
“Our challenging mission to revolutionize the culinary market called for a partner with deep knowledge of algorithms and machine learning techniques, along with solid software engineering skills and flexible thinking. We found all of that in Sparkbit. Their ability to take ownership of a project and their technical capabilities to develop end-to-end solutions are what make them the perfect partner for us.“ Read more
Anonymous
CEO & Co-founder at Spicerr
VERIFIED
“Our challenging mission to revolutionize the culinary market called for a partner with deep knowledge of algorithms and machine learning techniques, along with solid software engineering skills and flexible thinking. We found all of that in Sparkbit. Their ability to take ownership of a project and their technical capabilities to develop end-to-end solutions are what make them the perfect partner for us.“ Read more
Anonymous
CEO & Co-founder at Spicerr
VERIFIED
“Our challenging mission to revolutionize the culinary market called for a partner with deep knowledge of algorithms and machine learning techniques, along with solid software engineering skills and flexible thinking. We found all of that in Sparkbit. Their ability to take ownership of a project and their technical capabilities to develop end-to-end solutions are what make them the perfect partner for us.“ Read more
Anonymous
CEO & Co-founder at Spicerr
VERIFIED
“Our challenging mission to revolutionize the culinary market called for a partner with deep knowledge of algorithms and machine learning techniques, along with solid software engineering skills and flexible thinking. We found all of that in Sparkbit. Their ability to take ownership of a project and their technical capabilities to develop end-to-end solutions are what make them the perfect partner for us.“ Read more
Anonymous
CEO & Co-founder at Spicerr
VERIFIED
“Our challenging mission to revolutionize the culinary market called for a partner with deep knowledge of algorithms and machine learning techniques, along with solid software engineering skills and flexible thinking. We found all of that in Sparkbit. Their ability to take ownership of a project and their technical capabilities to develop end-to-end solutions are what make them the perfect partner for us.“ Read more
Anonymous
CEO & Co-founder at Spicerr
VERIFIED
“Our challenging mission to revolutionize the culinary market called for a partner with deep knowledge of algorithms and machine learning techniques, along with solid software engineering skills and flexible thinking. We found all of that in Sparkbit. Their ability to take ownership of a project and their technical capabilities to develop end-to-end solutions are what make them the perfect partner for us.“ Read more
Anonymous
CEO & Co-founder at Spicerr
VERIFIED
Team Structure
Client Team
Project stakeholder
CEO
Tomer Eden
Daily point of contact
Subject matter expert
X Y
The client stakeholders at Spicerr were working closely with the team at Sparkbit
Agency Team
Production
3 x Machine Learning Engineer
Production
1 x Fullstack Developer
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