REBECCA CARLOTTA PUMARES FIORILLA

• Identified systematic divergences between LLM outputs and human annotations to assess the reliability and limitations of AI in healthcare applications, highlighting areas needing model improvement.
• Conducted data analysis and synthesized findings, informing model improvement recommendations for NLP product prototypes.
• Performed literature review and competitive analysis to benchmark large language model (LLM) performance against human interpretation, surfacing actionable insights.
• Collaborated with cross-functional teams, bridging technical and non-technical stakeholders to align research efforts with project objectives.
• Tracked project progress and maintained reproducibility with Git, facilitating effective project management and communication with stakeholders.

• Facilitated user research through focus groups and structured surveys, translating participant feedback into actionable product requirements.
• Developed and delivered proposal decks integrating research, competitive intelligence, and user testing outcomes to senior leadership for decision-making.
• Collaborated with design, engineering, and marketing to guide feature development and ensure successful go-to-market execution.
• Designed and prototyped app features addressing user pain points and informed by competitive landscape insights, contributing to BeReal's growth objectives.

Coordinated virtual shadowing sessions with physicians at leading hospitals, utilizing Zoom for meetings and Excel for scheduling and tracking to ensure seamless participant experience.

Facilitated communication for healthcare exposure programs through targeted email outreach and meticulous attendance tracking in Excel, enhancing participant engagement.

Developed PowerPoint guides to clarify clinical experiences and foster participant engagement.

Delivered English tutoring for underserved students aged six to sixteen, boosting confidence in reading and speaking skills.

Developed lesson plans aligned with curriculum standards, monitored student progress through regular check-ins and logs to ensure understanding.

Communicated feedback to parents, enhancing reading comprehension and fostering greater student involvement.

Utilized educational technology tools like Trello, Canvas, and ClickUp to facilitate personalized learning and support student engagement.

• Selected for P&G's competitive Insight Program focused on Sales and Analytics & Insights in a global FMCG environment.
• Analyzed consumer insights to enhance product management, focusing on market analysis and data-driven decision-making.
• Participated in workshops and simulations to strengthen analytical thinking, stakeholder communication, and leadership for effective product development.
• Connected with senior leaders and professionals across business functions to explore career pathways within a global FMCG company.