Currently working as an enterprise data architect, focusing on empowering the company's analytic engine via Data Governance, Data Management, Model Governance and Metadata ManagementEx-AI&ML model manager worked on Entity resolution, Record Linkage and NLP solutions in AML/ATF world 3 yrs R&D experience in knowledge graph, graph DB modeling and network analysis PMP with 2+ yrs project coordinating experience • Programming Language: Java, Python, Scala, Groovy• Big Data Skills: Spark (Pyspark/Scala)• CI/CD Tools: Jenkins• Good knowledge in Machine Learning, NLP, Linked Data, Text Mining, Deep learning, Ontology Learning, Information Science • Applied Machine Learning tools: Keras, Tensorflow, Scikit.learn• Knowledge Representation Languages, e.g., OWL, RDF, SPARQL, etc.• Query Languages: SPARQL and SQL• Graph Technique: Spark Graphframe, GraphX, NetworkX• Graph Database: Neo4J, Stardog• Data Catalog and Data Governance Software: Collibra, IBM Information Governance Catalog
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Data ArchitectZevnodata Aug 2021 - Present- Enterprise Data Governance, Data Lineage, Data Management, Model Governance and Metadata Management- Working across functional teams including Enterprise Architecture, Data Technology, Business / Corporate data owners and stewards, Data Governance and Data Quality - Collibra Data Governance Platform at enterprise wide - Collibra Data Governance Center (DGC) models including assets, relationships, domains and communities- Collibra Data Governance Center (DGC) workflow implementation and management - Business Term Management, Data Element management, and data catalog- Ontology and Research, Knowledge graph, RDF/OWL, stardog, protoge -
Manager,Ai And Machine LearningZevnodata May 2021 - Sep 2021- Delivered Machine Learning solutions tailored to business needs in AML/ATF worlds, such as NLP model for Name Scanning, knowledge graph model and Entity Resolution- Led Entity Resolution project and take the charge of the entire project lifecycle and present the motivation, findings and potential value of the project to VPs - Integrated KYC data from more than 10 sources, and performed data quality checking, preliminary data analysis and data visualization for more than 30M customer data
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Teaching AssistantUniversity Of Toronto Jan 2019 - May 2020MIE457 explores both the modelling of knowledge and its managementwithin and among organizations. Knowledge modelling will focus on knowledgetypes and their semantic representation. It will review emerging representations forknowledge on the World Wide Web (e.g. RDF and OWL) -
Chief Teaching Assistant And CoordinatorUniversity Of Toronto Sep 2018 - May 2020MIE350 - Design And Analysis Of Information System MIE350 explores the software lifecycle, encompassing the planning, design, analysis, and implementation of software systems. Students learn techniques and methodologies for requirements engineering, data flow diagrams, process modelling, and UML; these techniques are applied in a course project.
Roger Sterling Education Details
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Computer Engineering
Frequently Asked Questions about Roger Sterling
What company does Roger Sterling work for?
Roger Sterling works for Zevnodata
What is Roger Sterling's role at the current company?
Roger Sterling's current role is Data Architect at Zevnodata.
What schools did Roger Sterling attend?
Roger Sterling attended University Of Toronto.
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