Product design
LMS
LMS
LMS
LMS
Year:
2025
Industry
AI / Community / Education
Duration:
8 months

From Passive Content to Active Project Creation
From Passive Content to Active Project Creation
To build a learning environment that lowers the entry barrier for the 49.2% absolute beginners while providing the tools for the 39.7% who want to build real AI projects.
To build a learning environment that lowers the entry barrier for the 49.2% absolute beginners while providing the tools for the 39.7% who want to build real AI projects.
We weren't building a classroom; we were building a career engine.
We weren't building a classroom; we were building a career engine.
The Challenge:
The Challenge:
After identifying that 54% of our audience were Business Owners and Managers, I realized the existing "startup" aesthetic was a major barrier. These stakeholders required a level of transparency and professionalism that the platform lacked.
After identifying that 54% of our audience were Business Owners and Managers, I realized the existing "startup" aesthetic was a major barrier. These stakeholders required a level of transparency and professionalism that the platform lacked.
The Design Goal:
The Design Goal:
I spearheaded the design of three "Elite" entry points - Investment, AI Council, and Sales - specifically engineered to solve the "Trust Gap" identified by 57% of our research participants.
I spearheaded the design of three "Elite" entry points - Investment, AI Council, and Sales - specifically engineered to solve the "Trust Gap" identified by 57% of our research participants.
The Motivation Loop: Professional Gamification
The Motivation Loop: Professional Gamification
I implemented a Points & Leaderboard system to foster a sense of professional community and competition. Features like "Weekly Streaks" and "XP Points" are not just decorations; they are retention tools designed to keep high-intent users engaged.
I implemented a Points & Leaderboard system to foster a sense of professional community and competition. Features like "Weekly Streaks" and "XP Points" are not just decorations; they are retention tools designed to keep high-intent users engaged.
Research Influence: Career growth is the driver for 35.7% of our audience.
Research Influence: Career growth is the driver for 35.7% of our audience.

Community-Driven Learning
Community-Driven Learning
The "Continue in Community" logic. This allows users to move from a specific lesson or project directly into a discussion, satisfying the need for networking and collaboration identified in the research phase.
The "Continue in Community" logic. This allows users to move from a specific lesson or project directly into a discussion, satisfying the need for networking and collaboration identified in the research phase.
Research Influence: To address the 57% requirement for transparency and quality, I built an integrated feedback system
Research Influence: To address the 57% requirement for transparency and quality, I built an integrated feedback system
Step 1: The Spark
Step 1: The Spark
Contextual engagement starts here
Contextual engagement starts here

Step 2: The Bridge
Step 2: The Bridge
The Nudge: Low-friction entry point for the 38.9% of users hesitant to start
The Nudge: Low-friction entry point for the 38.9% of users hesitant to start

Step 3: The Destination
Step 3: The Destination
Direct pipeline to the professional network
Direct pipeline to the professional network


Stop treating comments as a footer. By engineering the "Conversation’s Heating Up!" trigger, I bridged the gap between static lessons and active community, solving the 38.9% "Not sure where to start" barrier by pulling users directly into ongoing professional debates.
Stop treating comments as a footer. By engineering the "Conversation’s Heating Up!" trigger, I bridged the gap between static lessons and active community, solving the 38.9% "Not sure where to start" barrier by pulling users directly into ongoing professional debates.
Continuous Quality Loops
Continuous Quality Loops
From interactive quizzes to "Mid-point Emoji Feedback", I ensured that the voice of the user is constantly heard, allowing for rapid iteration of course content.
From interactive quizzes to "Mid-point Emoji Feedback", I ensured that the voice of the user is constantly heard, allowing for rapid iteration of course content.


Key Wins
Key Wins
35.7%
35.7%
of users prioritize career growth
of users prioritize career growth
Problem
Problem
"Academic" content layout felt heavy and intimidating
"Academic" content layout felt heavy and intimidating
Win
Win
Implemented Weekly Streaks & Progress Ticks. Triggered a dopamine loop that participants called "highly motivational
Implemented Weekly Streaks & Progress Ticks. Triggered a dopamine loop that participants called "highly motivational
38.9%
38.9%
of users struggle with "Analysis Paralysis" at the start
of users struggle with "Analysis Paralysis" at the start
Problem
Problem
Users felt "lonely" in an empty-feeling MVP.
Users felt "lonely" in an empty-feeling MVP.
Win
Win
Engineered "Conversation’s Heating Up!" triggers. Converted passive viewers into an active professional network.
Engineered "Conversation’s Heating Up!" triggers. Converted passive viewers into an active professional network.
57%
57%
demand radical transparency and quality proof
demand radical transparency and quality proof
Problem
Problem
Missing instructor bios created a major credibility gap.
Missing instructor bios created a major credibility gap.
Win
Win
Integrated Verified Instructor Profiles and community feedback. Transitioned the platform from "newbie" to "Industry Authority."
Integrated Verified Instructor Profiles and community feedback. Transitioned the platform from "newbie" to "Industry Authority."
Next Projects
Next Projects

