LSI service

Research Projects

Dream Pal

It is aimed at creating a social experience for users by matching them with people nearby who share their values, humour styles, intellectual capabilities, energy levels, and other attributes.

This will predict the quality of potential relationships. Users also benefit from a safe, secure, and easy way to meet new people, and they can build meaningful connections with each other on the platform.

The platform also offers movie nights, game nights, and events for users. Last but not least, the platform strives to create an experience that lasts.

Dream Pal
Background

Background

People need a platform like this to find compatible people with similar interests and values with whom they can have meaningful conversations and meaningful connections. Currently, other platforms have several limitations.

When determining compatibility, many platforms rely on superficial metrics like appearance, which leads to unsatisfactory results. Moreover, these platforms don’t offer suggestions for events to meet and get to know one another.

Due to the lack of data available on these platforms, they are unable to accurately determine a person’s compatibility, leading to a lack of successful relationships.
Challenges: What Is Probably Hard?

Challenges: What Is Probably Hard?

The biggest challenge in this project is likely the development and integration of the Deep Profile system. This system has to be able to accurately measure the compatibility of personal values, humour styles, intellectual capacity, and energy levels while considering data privacy implications. Additionally, the platform must be able to:

  • Securely connect users with people nearby who they are most likely to enjoy spending time with.
  • Confirm and make the suggested events happen in a secure and reliable manner.
  • Be easy and intuitive to use.
  • Provide meaningful customer support.
  • Scale as user numbers increase.
  • Have a reliable payment system in place.
  • Have adequate security measures in place to protect user data.
  • Have adequate safeguards in place to protect against cyber-attacks and malicious activity.
  • Be accessible to all users regardless of age, technical proficiency, or device type.
  • Have a comprehensive and up-to-date privacy policy in place to protect user data.
  • Have a comprehensive system for moderating user-generated content and ensuring that it is appropriate for all users.
Context: Existing Solutions

Context: Existing Solutions

  1. Social Networking Platforms – such as Facebook, Twitter, Instagram, and LinkedIn, can be used to create an online platform for users to connect with each other.
  2. Location-Based Services – such as Foursquare, Google Maps, and Yelp, can be used to suggest potential events and activities near the user.
  3. Artificial Intelligence (AI) Algorithms – such as machine learning, natural language processing, and deep learning, can be used to create a deep profile of a user to assess compatibility with potential matches.
  4. Event Planning Platforms – such as Eventbrite and Meetup, can be used to help organise and plan events for users who accept a suggested event.
  5. Payment Processing Platforms – such as PayPal, Stripe, and Square, can be used to facilitate payments for the events and activities that users attend.
  6. Chat platforms—such as Slack and WhatsApp—can be used to facilitate communication between users.
  7. Push Notification Platforms, such as Twilio and Firebase, can be used to send notifications to users about suggested events and activities.
Impact: How Will Life Be Different?

Impact: How Will Life Be Different?

This new digital platform has the potential to revolutionise the way we socialise and make connections. It could help people feel more comfortable in foreign environments, as they would be matched with like-minded individuals with similar values, interests, and energy levels.

By taking the guesswork out of the traditional dating process, users could save time and energy while meeting people they are more likely to get along with. Additionally, this platform could provide a safe and secure way of meeting potential romantic partners by using the Deep Profile system to measure compatibility.

Finally, this platform could enrich people’s lives by providing them with the opportunity to meet interesting new people and participate in enjoyable social activities.
Opportunity

Opportunity

  1. Increased social interaction and networking with people who share similar interests.

  2. A chance to broaden horizons, gain new experiences, and expand one’s social circle.

  3. An opportunity to explore new hobbies, gain new insights, and learn new skills.

  4. The potential for new friendships, romantic relationships, and business connections.

  5. A chance to discover new interests and activities that can be enjoyed together.

  6. An opportunity to explore different cultures and experiences in a safe and welcoming environment.

  7. A platform to form meaningful and lasting relationships with people from different backgrounds.

Where We Stand and What Lies Ahead

Context

Existing Solutions

  1. Social Networking Platforms – such as Facebook, Twitter, Instagram, and LinkedIn, can be used to create an online platform for users to connect with each other.
  2. Location-Based Services – such as Foursquare, Google Maps, and Yelp, can be used to suggest potential events and activities near the user.
  3. Artificial Intelligence (AI) Algorithms – such as machine learning, natural language processing, and deep learning, can be used to create a deep profile of a user to assess compatibility with potential matches.
  4. Event Planning Platforms – such as Eventbrite and Meetup, can be used to help organise and plan events for users who accept a suggested event.
  5. Payment Processing Platforms – such as PayPal, Stripe, and Square, can be used to facilitate payments for the events and activities that users attend.
  6. Chat platforms—such as Slack and WhatsApp—can be used to facilitate communication between users.
  7. Push Notification Platforms, such as Twilio and Firebase, can be used to send notifications to users about suggested events and activities.
Risks

How Could It Backfire?

  1. Users may not be matched with people who are compatible with them if the Deep Profile algorithm is inaccurate, which can result in an unpleasant event experience.
  2. If the platform does not have enough users in a particular area, users may not be able to find enough suggested events or people to match with.
  3. If the platform does not have enough user data, the algorithm may not be able to accurately measure compatibility.
  4. If user data is not secure, users may be exposed to potential fraud or identity theft.
  5. If user privacy is not respected, users may feel uncomfortable with the platform and stop using it.
  6. Users may not be willing to accept the suggested events. They may not find the platform useful.
  7. The platform may not be equipped to handle the increased volume of users and may experience technical issues.
  8. The platform may not be sustainable in the long term and may not be able to generate enough revenue to cover costs.
  9. The platform may not be able to keep up with changing trends and technology, making it outdated and irrelevant. Moreover,
  10. Consequently, the platform may be unable to attract enough users, resulting in a decline in interest and usage.
Challenges

What Is Probably Hard?

The biggest challenge in this project is likely the development and integration of the Deep Profile system. This system has to be able to accurately measure the compatibility of personal values, humour styles, intellectual capacity, and energy levels while considering data privacy implications. Additionally, the platform must be able to:

  • Securely connect users with people nearby who they are most likely to enjoy spending time with.
  • Confirm and make the suggested events happen in a secure and reliable manner.
  • Be easy and intuitive to use.
  • Provide meaningful customer support.
  • Scale as user numbers increase.
  • Have a reliable payment system in place.
  • Have adequate security measures in place to protect user data.
  • Have adequate safeguards in place to protect against cyber-attacks and malicious activity.
  • Be accessible to all users regardless of age, technical proficiency, or device type.
  • Have a comprehensive and up-to-date privacy policy in place to protect user data.
  • Have a comprehensive system for moderating user-generated content and ensuring that it is appropriate for all users.
Rollout Roadmap

How Can It Go Big?

  1. Launch a pilot programme: Introduce the platform and its Deep Profile feature to a select group of users and gather feedback on their experiences and ideas for improvement.
  2. Expand reach: Increase user adoption by expanding the platform’s reach through marketing campaigns, partnerships with local businesses, and social media.
  3. Enhance features: Incorporate additional features and functions based on user feedback, such as the ability to tag interests and activities, a chat function for users to communicate with each other, and integration with third-party services.
  4. Launch in new locations: Roll out the platform to new cities and countries, allowing users to find matches in new places.
  5. Introduce new services: Develop premium services and features that offer users additional benefits, such as exclusive discounts and access to exclusive events.
  6. Expand partnerships: Partner with additional businesses and services to offer users even more opportunities and experiences.
  7. Optimise user experience: continuously improve the platform’s user interface, user experience, and performance.
  8. Develop new revenue streams: Explore new revenue streams, such as subscription services, advertising, and sponsorship opportunities.
  9. Invest in AI and machine learning: leverage AI and machine learning technologies to further refine the Deep Profile feature, allowing for better and more accurate matches.
  10. Develop a mobile app: Create a mobile app version of the platform to increase user engagement and adoption.
  11. Create an influencer programme: Develop an influencer programme to reach new users and create brand awareness.
  12. Increase visibility: Participate in industry events, conferences, and trade shows to raise awareness of the platform.
  13. Expand customer support: Invest in customer support services to ensure users are receiving timely and satisfactory assistance.
  14. Enhance security: Implement additional security measures to ensure the safety and privacy of user data.
  15. Explore new markets: Evaluate potential opportunities in new markets and develop strategies to enter them.