AI-Powered LMS: Enhancing Career Transformations
Rishni Perera
Redefining Learning Careers
An AI-powered LMS with Career Agent
This project was initially delivered as a Digital Product & Learning Designer (UI/UX + LXD).
However, the scope evolved beyond design—into shaping product experience, user adoption, and growth outcomes, aligning with the responsibilities of a Product Experience & Adoption Strategist.
From Digital Product Design → Product Experience → Adoption → Growth
The Problem
Career-focused learning platforms often fail not because of poor content, but because of low adoption, weak engagement, and a lack of real-world relevance.
Users faced:
Fragmented learning journeys with no clear path to outcomes
Passive content consumption instead of active experience
Low motivation due to unclear career impact
High drop-off after onboarding
This reflects a broader challenge in digital education: transitioning from content delivery → meaningful learning experiences that drive real-world outcomes
Reimagine the platform as:
A career transformation experience, not just a learning system
Shift focus from:
Courses → Career journeys
Content → Experiences
Users → Active participants
Completion → Adoption & growth
Designed and delivered a career-centered digital learning product that integrates:
UX (User Experience) → intuitive, guided journeys
LXD (Learning Experience Design) → applied, outcome-driven learning
Adoption Strategy → onboarding, activation, engagement loops
Growth Layer → retention, progression, and habit formation
1. Design (Foundation: UX + Product Thinking)
Goal: Build a system that is usable, scalable, and outcome-oriented
Key Actions
Conducted user & learning behavior analysis
Defined personas: learners transitioning into careers
Mapped end-to-end journey (Discovery → Learning → Career Outcome)
Designed modular, scalable product architecture
Strategic Shift
From “feature design” → experience system design
Improved retention through progress-based motivation
Strengthened user commitment with career-aligned pathways
End-to-end product thinking (Discovery → Delivery → Growth)
Bridging UX + LXD + Product Strategy
Designing for behavior change, not just usability
Driving adoption, retention, and user success
AI-powered personalized learning journeys
Adaptive onboarding based on user intent
Deeper analytics for adoption & retention insights
Community-driven learning for network effects
Integration with real job ecosystems for career acceleration
This project demonstrates my evolution from a Digital Product & Learning Designer to a Product Experience & Adoption Strategist, where I design not just interfaces—but end-to-end systems that drive user adoption, engagement, and growth outcomes.
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Posted Apr 6, 2026
Developed a career-centered LMS enhancing user engagement and adoption.
