AI-Powered Mentorship platform - Innovegypt Final Project

This presentation was developed as part of the Innovegypt Training Program organized by MCIT, ITIDA, TIEC, and iSpark. It highlights the identified problem, competitor analysis, and our proposed solution using Data Pipelines, Machine Learning, and MLOps tools to match learners with suitable mentors and improve the overall learning experience.

1. InnovSpear’s We help you Find your hoppies

2. Problem University students often experience continuous stress due to studying and exams, and they need activities that help them recharge and disconnect from pressure. Some students prefer hands-on activities, away from electronic games, and start looking for a hobby to practice. Here, two main problems arise:

3. Problem - Some students have a hobby but struggle to maintain it or lack someone to encourage them to keep going. - Some students don’t have a hobby and don’t know how to choose one they would enjoy.

4. Customer Segments We are targeting two main groups of people: The seekers: Young people and adults who feel lost, want to discover new hobbies, but don’t know where to start. The hobby holders: People who already have a hobby but need to develop it further and connect with specialized trainers.

5. Studies, articles, and AI programs indicate that a large percentage of students — around 70 to 75% — face this problem.

6. To verify this locally, we conducted a survey at our teammate’s university with a cohort of 502 students. Out of 354 respondents, 307 reported experiencing this issue and expressed interest in the solution we are about to present

7. Competitors Direct Competitors Hawi SkillShare Indirect Competitors Udemy Yanfaa

8. Our direct competitors are, provide services very similar to our idea, both at the local and global levels. Direct Competitors Our indirect competitors are, offer services related to personal development and education, but they are not fully specialized in hobby development. Indirect Competitors

9. Competitors’ Weaknesses After analyzing competitor apps, we identified several key issues: - Complex interfaces that are hard for users to navigate. - Generic advice that is not personalized. - Limited and repetitive content. - Lack of real progress tracking, making users feel they are not improving. They're very similar. Both professions and their tools hold power and influence. By comparing writers to warriors, their societal impact is emphasized.

10. In our app, we address these issues by: - Fully personalized plans tailored to each user’s personality and needs. - Qualified mentors who are fully aware of their role and provide continuous guidance. - Supervised and reliable experience that ensures quality and tangible results for users Competitors’ Weaknesses

11. Online application/platform Social media pages (Facebook – Instagram – TikTok ) Targeted digital marketing campaigns Workshops and live demo experiences Channels

12. Our platform solves the challenge of discovering and growing hobbies efficiently by combining Data Science, ML Models, and  MLOps  tools Solving the Problem & Differentiating from Competitors

13. Collects and organizes user answers from personal, general, and exploratory questions.Cleans and transforms the data into a format the ML model can process Data Pipeline Recommends the most suitable hobby for each user based on their answers. Determines the user’s skill level: Beginner, Intermediate, or Advanced ML Model Continuously updates the model with new data. Monitors performance to ensure accuracy and reliability. Deploys the model in real-time, making it ready to guide users instantly MLOps Tools

14. Thank you INNOVEGYPT for your support and this amazing opportunity. It’s been an inspiring journey, and we appreciate your time and attention.