— Camylla is a Product Manager, Builder, and Problem-Solver based in Madrid 🇪🇸
Gamification System Redesign for User Engagement
Brainly — Product Manager
Brainly’s original gamification system heavily rewarded only answering questions, encouraging quantity over learning depth and discouraging broader platform engagement.
The platform’s legacy gamification incentivized high-volume answerers but failed to reward genuine learning behaviors like asking questions, sustained studying, or topic mastery.
The opportunity was to fundamentally reframe gamification to support deeper user engagement, sustained retention, and meaningful learning progress, aligned with Brainly’s evolving educational mission.
- Audited the existing gamification system and identified key behavioral gaps undermining platform engagement and learning depth.
- Developed a strategic roadmap shifting focus from simple activity counting to learning journey reinforcement (personalized paths, progress streaks, topic-specific achievements).
- Proposed feature designs including dynamic daily engagement streaks, subject-based statistics, and adaptive rewards based on learning consistency, not volume alone.
- Worked with UX/UI teams to integrate motivational triggers and behavioral nudges into the core platform experience.
- Aligned stakeholders from product, education, and executive teams around the new vision for gamification evolution.
- Approved strategic shift of Brainly’s gamification system toward learning-oriented user rewards.
- Integrated new behavioral principles into future feature planning, refocusing product growth around active learners rather than passive traffic.
- Set the foundation for sustainable engagement strategies beyond transactional usage.
Growth Mindset Behavioral Initiative
Brainly — Product Manager
As part of the “Genius Lives in Everyone” strategic program, Brainly aimed to shift student behavior from passive homework help seekers to active, curious learners.
Students increasingly perceived asking questions as a sign of weakness, leading to lower engagement and reduced educational impact.
The opportunity was to redesign product experiences to reinforce question-asking as a positive, intelligence-driven behavior, ultimately boosting platform engagement and retention.
- Led the design of behavioral frameworks encouraging curiosity and learning progress.
- Collaborated with design, engineering, and data teams to integrate motivational feedback loops within the platform.
- Shaped product narratives and microcopy to reframe question-asking as a success indicator.
- Developed a roadmap for new engagement features aligned with growth mindset principles.
- Conducted user interviews and surveys to validate psychological framing effectiveness.
- Increased daily active engagement metrics post-implementation in targeted markets.
- Improved question-asking rates among first-time and returning users.
- Integrated growth mindset messaging into onboarding and key UX touchpoints, sustaining long-term user habit formation.
- Contributed to broader platform repositioning toward learning companionship, beyond homework support.
Internship Program Development and Mentorship
Centro de PsicologĂa Sandra Ribeiro — Educator
The clinic sought to expand its service capacity while contributing to clinical education by establishing a structured internship program.
There was no formal internship program or university partnership network to support student clinical training.
Creating a scalable, structured internship program could both enhance clinic operations and strengthen academic ties.
- Negotiated and signed internship agreements with multiple universities and educational institutions.
- Designed a structured internship program, including onboarding materials, practice requirements, and evaluation frameworks.
- Conducted candidate interviews, selection, and onboarding processes.
- Created and led student workshops covering clinical practice, ethics, patient interaction, and operational workflows.
- Developed feedback loops and continuous improvement strategies for the program.
- Established a robust internship pipeline, expanding clinic service capacity and fostering academic collaboration.
- Improved clinic reputation and visibility within educational ecosystems.
- Delivered practical training and mentorship to psychology students, enhancing their readiness for professional practice.
Offline-First Django CRM Development
Freelancer — Systems Architect
The Service of Applied Psychology at UNED needed a CRM system to manage patient cases and session schedules while complying with strict university regulations: no internet connection, full local data control, and access restricted to authorized administrative personnel only.
Commercial CRM solutions could not meet the university’s data sovereignty and security requirements.
The opportunity was to design and deliver a fully offline, GDPR-compliant CRM system capable of managing patient data, therapist schedules, supervisions, and administrative reporting, all from a single secured local machine.
- Designed and built an offline-capable CRM platform using Django, deployed locally on a dedicated Windows machine.
- Developed models and workflows for patient management, case tracking, session scheduling, therapist coordination, payment recording, and supervision logs.
- Implemented user authentication, access controls, and local backup procedures to secure sensitive data without cloud reliance.
- Built the system modularly to allow administrative users to operate independently with minimal technical intervention.
- Conducted full training for the administrative team on platform operation, basic maintenance, and data protection best practices.
- Documented all system procedures and provided a localized offline user manual.
- Delivered a fully functional, offline-first CRM that met all UNED’s data protection, access control, and operational requirements.
- Enabled efficient patient intake, scheduling, and case management without external software dependencies.
- Reduced administrative overhead by centralizing previously fragmented workflows into one streamlined system.
- Achieved full GDPR compliance for patient data storage and management within a university context.