Matthieu Sola

Leading the enterprise-wide migration from Hadoop to Databricks, overseeing 50+ contributors across 11 project teams to drive faster, scalable data analytics and streamline data infrastructure for long-term performance gains.

• Coordinated cross-functional milestones for the program, ensuring alignment across users, developers and executive teams while remaining under budget.
• Organized QBRs and steering committees for executive leadership.
• Communicated via video, emails and Teams announces with 800+ members of the Ubisoft data community.

Served as Product Manager for ML products, leading efforts to define and communicate the vision and mission of a newly established Machine Learning team, fostering alignment across technical and business stakeholders.

• Defined and led the development of a safety feature using machine learning to detect toxic usernames, collaborating closely with CRC and OS teams to enhance enforcement capabilities and align with community standards.
• Led company-level moderation steering committee to coordinate safety initiatives and enforce content moderation policies; active participant in text moderation discussions to address challenges and improve toxicity detection processes.
• Facilitated the transformation of a data science team (40 members), defining mission, vision, and processes for standardization of Machine Learning at Ubisoft.
• Defined and communicated vision for cross-functional CRM strategy, aligning with business goals to enhance user engagement and data-driven decision-making.

Designed CRM scoring models that improved open rates and click-through rates, delivering targeted player engagement strategies.

• Deep understanding of digital and gaming communities, enhancing ad-hoc CRM models to drive personalized engagement strategies for Ubisoft’s player base.
• Developed CRM engagement and personalized store recommendations, boosting in-game engagement by 3%+.

Led the development of composite hockey sticks, including the Premier goalie series, dominating NHL usage.

• Pioneered the CCM Performance Lab - a motion capture lab, advancing biomechanics research for better player performance.
• Enhanced internal processes and data visualization tools, driving product development efficiency.