Building the next-generation of dating apps. Using Matrix Mirror Technology to use Machine Learning to find your perfect Match!
Hourglass Software LLC provides RESTful APIs based on Intellectual
Property (owned by Hourglass Software) for using Facial Recognition,
Natural Language Processing, and other physical attributes for
double-model Machine Learning predictions for online dating
applications. Any mobile or web application can use the RESTful API
over HTTP to integrate with the Matrix Mirror Engine and Algorithm.
Thus, by leveraging Machine Learning, there is a higher likelihood of
the application user to “like” the profile being provided to them. It
is based on a confidence value which can be configured per user. Each
user has his/her own personalized Machine Learning Model/s built for
him/her that makes prediction on who the user is more likely to LIKE.
The purpose is to supplement your application, not to perform holistic
dating application solution. The web API is built using C# ASP.NET MVC
4.6. Machine Learning updates every 50 records to retrain the model.
It also adapts to the users most recent behavior by allowing “noise
injection”.
With technology growing larger and more advanced, the path to
a coordinated connection and comprehensive experience has become
integral in shaping compatibility on a multifactorial level. Our most
inherent need and desire to connect stems from the growth of these
connection for meaningful relationships. Online dating has grown
exponentially into $3 Billion dollar industry in bridging societal needs
with the latest technology. As the climate of our society changes, so
does the individual needs for an elevated experience in the search for
romance. Online Dating accounts for 12% of connections made in the age
of 18-29. As for 55-65 year old constituents looking for a social
connection, the numbers have doubled from 6% to 12% between 2013 and
2015. As of 2019, there is roughly 1 in 10 people searching for
romance. There has also been the emergence of 1500+ dating applications
by the end of 2019, the competition for providing such services in a
successful way is now better amplified with development of latest
technology (artifi-cial intelligence). We have integrated AI software,
facial recognition and language processing to provide the most
comprehensive expansion software package to the current dating platforms
presently.
On behalf of Hourglass Software, we proudly present the next generation in dating!
Matrix
Mirror is the latest platform that integrates the current dating
applications, with artificial in-telligence in a seamless blend/marriage
of technology and physical/qualitative/quantitative as-pects of
attraction.
TITLE - High Confidence Predicted Profiles for Online Dating Matching Using Continuously Learning Machine Learning Models Trained for each User with Physical and Facial Attributes
We own and use:
• Microsoft Azure for hosting the web service API
• Rackspace MySQL database
• AWS S3
• AWS Rekognition
• AWS Comprehend
• Microsoft ML.NET
We customize parts of the API for specific for your application. You
can also make requests to further customize search filter fields for
profile retrieval. These require code changes and database changes.
The core logic, however, will not be changed. Supported face picture
sizes are also customizable. Domains will be determined at time of
contract.