Cynthia Vincent

• Built and led a 30+ member engineering team across Data Engineering, Web Development, Data Science, Analytics, and DevOps.
• Spearheaded the development of AI-driven sustainability products, optimizing API usability, data platforms, and SaaS solutions.
• Achieved ISO 27001 and SOC2 Type 2 certification for the organization, ensuring compliance and data security.
• Worked on building a solution to become a data provider leveraging cloud platforms such as Snowflake.
• Optimized cloud costs by implementing efficient data processing architectures, reducing expenditures significantly.
• Designed a centralized data warehouse, serving as the single source of truth for all internal and external data needs.
• Worked on focusing towards building AI/ML based solutions using RAG based framework to build a product around explainability to analyse company's Impact, risk and opportunities. This eventually leverages the power of LLM's to extract qualitative information from text documents and provide relevant summarizations.
• Spearheaded the development of a multi-modal LLM system, integrating pdf, text and image capabilities, resulting in a 60% improvement in data collection(qualitative and quantitative) and extraction capabilities which led us to replace incumbents in the sustainability data provider space for a global wealth management platform.
• Collaborated with sales and product teams to tailor technical solutions to client needs, leading to improved customer satisfaction.
• Developed high-performing engineering teams through strategic hiring, focused mentoring, and performance management initiatives.
• Led successful product roadmap development, execution and product launches by coordinating multidisciplinary teams and ensuring timely delivery within budget constraints.

• Led a 15-member team in data engineering, BI and ML, developing data pipelines and real-time analytics for healthcare applications.
• Designed and implemented ETL processes and real-time streaming jobs using Snowflake and BigQuery.
• Developed BI dashboards and data models to support business intelligence efforts and user analytics.
• Successfully delivered 9+ large-scale projects in the healthcare domain, supporting Univadis web and mobile applications.

• Created ETL's to pull data from different source systems to the database

• Analyzed the data and built dashboards for the billing and payments domains

• Responsible for estimation, planning, project and team management along with resource planning and cost optimization.