Ren Li Email & Phone Number

Toronto, On, Ca

Toronto

Team Leadership:Led a team of 8 data engineers and analysts across the world in sourcing and integrating data from 100+ diverse sources including APIs, databases, and external vendors.Fostered a collaborative team environment, promoting continuous learning and improvement.Data Integration & Management:Directed the design and implementation of data pipelines to ensure seamless data flow and integration.Oversaw the extraction, transformation, and loading (ETL) processes, maintaining high data quality and consistency.Database Selection & Architecture:Evaluated and selected optimal database technologies (SQL, NoSQL, cloud-based solutions) to meet organizational needs.Designed and implemented scalable and efficient database architectures to support data warehousing and analytics.One-Stop Business Information Platform:Spearheaded the development of a comprehensive business information platform from scratch, supporting KYC leads generation, data search, and data query capabilities.Designed and implemented advanced search and query functionalities, enhancing data accessibility and usability for end-users.Schema Design & Data Mapping:Created comprehensive data schemas, ensuring clarity and efficiency in data storage and retrieval.Developed and maintained detailed data mapping documentation to support data integration and transformation processes.Data Governance & Quality:Established and enforced data governance policies and procedures, ensuring compliance with industry standards and regulations.Implemented data quality frameworks and monitoring systems to proactively identify and resolve data issues.Stakeholder Engagement:Collaborated with business stakeholders to understand data requirements and deliver actionable insights.Communicated complex data concepts and strategies to non-technical stakeholders, ensuring alignment and support for data initiatives.

43 Church St, St. Catharines, Ontario, Canada

Zero to One§ Developed and implemented processes for researching, gathering, cleansing, extracting and enriching open source data§ Automated and improved data loading and quality processes to achieve enrichment and quality targets§ Supervised a team of data analysts and modellers to design new data models against the entire public corpus of commercial data§ Designed and oversaw development of an enhanced data delivery

Wuhan, Hubei, China

Employed communication skills to build strong relationship with front-line workers and suppliers to enhance efficiency.Enhanced planning and organizational skills by collaborating with front-line workers.Successfully completed daily operational activities assigned by supervisors and technology group.

Master'S Degree, Human Resources Management, Merit

Activities and Societies: Global CafeMA Human Resource Management is fully accredited by the Chartered Institute of Personnel.

Master Of Business Administration (Mba), Business Analytics, 87

Academic Data Mining Project:  Led group in performing in-depth analysis of data  Conducted pre-processing to complete the data cleaning.