Transforming STEM education through adaptive learning powered by generative AI, creating personalized educational journeys for students worldwide.
Increase in learning retention
Faster concept mastery
Students impacted
The AI-Powered Learning Platform is an adaptive education system that uses generative AI to create personalized learning experiences for STEM subjects. Developed in partnership with a leading education nonprofit, the platform serves middle and high school students across 20+ countries.
My role encompassed product strategy, UX design, and AI implementation planning. I led a cross-functional team of engineers, data scientists, and educators to create a solution that adapts to each student's learning style, pace, and knowledge gaps.
Client
Global Education Foundation (Confidential)
Timeline
January 2022 - Present
My Role
Lead Product Manager & UX Strategist
Team
12 members (Engineers, Data Scientists, Educators, Designers)
Technologies
"The platform has fundamentally changed how we approach personalized learning. It's like having a personal tutor for every student, scaled across thousands of classrooms."
— Project Lead, Global Education Foundation
Traditional education systems struggle to meet diverse learning needs, leaving many students behind
The education nonprofit approached us with a critical challenge: their existing digital learning tools weren't effectively addressing the wide variability in student learning styles and paces. Classroom teachers were overwhelmed trying to differentiate instruction for 30+ students simultaneously.
Key pain points included:
Our mission was to create a learning platform that could provide truly personalized education at scale, leveraging emerging AI technologies while maintaining rigorous educational standards and ethical considerations.
Increase learning retention by at least 50% compared to traditional methods
Reduce teacher workload for differentiation by 30%
Maintain 90%+ accuracy in generated educational content
Achieve 80% student engagement rate (vs. industry average of 45%)
A human-centered approach to building AI-powered education
Conducted extensive user research with students, teachers, and administrators across 15 schools to understand pain points and opportunities in STEM education.
Facilitated design thinking workshops with educators and AI experts to explore solution concepts. Developed initial prototypes and tested with focus groups.
Curated educational content datasets and worked with data scientists to train initial AI models. Established ethical guidelines and accuracy benchmarks.
Launched pilot program in 5 schools with iterative feedback loops. Refined AI models and UX based on real classroom usage data.
Expanded to 20+ schools with localized content. Implemented continuous learning for AI models based on new educational research and student performance data.
87% of students showed significant variability in mastery across different STEM concepts
Teachers spent 35% of planning time creating differentiated materials
Student engagement with digital tools dropped by 60% after initial novelty wore off
An adaptive learning platform that personalizes education through generative AI
The AI-Powered Learning Platform creates a unique learning path for each student by continuously assessing their understanding and adapting content in real-time. The system combines generative AI with proven pedagogical approaches to deliver truly personalized education.
The AI builds a dynamic knowledge map for each student, identifying strengths and gaps across interconnected concepts.
The system generates explanations, examples, and practice problems tailored to the student's current level and preferred learning style.
Learning pathways adjust in real-time based on student performance, ensuring optimal challenge and engagement.
AI tutors adapt their teaching style and personality to match student preferences, increasing engagement.
Visual knowledge graphs help students see connections between ideas and track their progress.
Interactive simulations allow students to experiment with STEM concepts in risk-free environments.
Real-time insights into class and individual student progress, with actionable recommendations.
Multi-layer validation ensures educational accuracy and appropriateness of all generated content.
Content adapts to student's language proficiency while maintaining conceptual accuracy.
The platform's UX was meticulously designed to reduce cognitive load while maximizing learning effectiveness. We conducted over 50 usability tests with students and teachers to refine the interface.
Progressive disclosure of complexity based on student readiness
Multimodal content delivery (visual, auditory, kinesthetic)
Gamification elements tied to learning objectives
Accessibility-first design for diverse learners
The platform has transformed STEM learning experiences for students and teachers alike
Students using the platform showed significantly better retention of concepts compared to traditional methods.
Students progressed through curriculum at accelerated rates without sacrificing understanding.
Sustained student engagement throughout the school year, far exceeding industry averages.
Teachers reported significant time savings in lesson planning and differentiation.
8th Grade Science Teacher
"This platform has changed how I teach. I can see exactly where each student is struggling and the AI suggests interventions I wouldn't have thought of. My students are more engaged and performing better than ever."
10th Grade Student
"I used to hate math because I couldn't keep up. Now the system explains things in ways I actually understand and gives me practice problems at just the right level. I went from a D to a B+ in one semester!"
The platform continues to evolve with new features and expanded subject areas
Adding 10 more languages by 2024
Expanding to social sciences and arts
VR/AR experiences for complex concepts
Multimodal conversational interface
Whether you're an educator, edtech entrepreneur, or organization looking to leverage AI for learning, I'd love to explore how we can work together.
Get in Touch