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Product-focused software engineer with strong proficiency in data infrastructure and science/R&D. Subject matter experience in identity resolution, payments, lending, and fraud detection. Prior experience/background in product management, data science, and applied machine learning.
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## History
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- Staff Data Engineer at Wisetack (Aug 2022 - Present)
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- Design, implement, and maintain a platform for ingesting, transforming, and delivering data to various stakeholders, including product, engineering, analytics, and other business users
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-Sr. Staff Data Engineer at Wisetack (Aug 2022 - Present)
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- Design, implement, and maintain a platform for ingesting, transforming, and delivering data to various stakeholders, including product, engineering, analytics, other business users, and external partners
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- Design, implement, and maintain a platform for designing, training, and deploying machine learning models on AWS Sagemaker
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- Implement access control and PII hashing/permissioning scheme using single sign-on (SSO) on AWS IAM Identity Center.
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- Onboard over 30 users to the platform, including ~10 non-engineering (credit/analytics team) developers requiring development environments, local setup, and mentorship
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- Define, design, develop, and deliver data science solutions primarily supporting Payment Operations and Strategy/Innovation teams. Collaborate with BI tech team to define future architecture for data science modeling and analytics environment. Serve as scrum master for own team and data science product manager for others.
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- Developed novel non-parametric time series forecasting algorithm and accompanying library including features for cross validation, visualization, and speculative regression. Performance comparable with FBProphet with 6-20x faster convergence, richer functionality.
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- Oversee and facilitate annual planning process from ideation through scoping and dependency resolution
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- TransUnion (Sep 2015 - Nov 2017)
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-Sr Analyst, Fraud and Identity Solutions at TransUnion (Sep 2015 - Nov 2017)
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- Develop data analytics capabilities within Fraud and Identity Solutions team. Primary emphasis on development of fraud detection products (scores/models) using advanced analytics and rapid/iterative prototyping. Secondary emphasis on data development strategy and executing go-to-market product launch initiatives with internal and external stakeholders.
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- Lead product R&D analytics for new online fraud detection capabilities from business case development through to implementation and validation
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- Develop and maintain ETL procedures for application-specific data extracts within IBM Netezza and Hadoop/Hive-based data warehousing environments
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- Manage team of data scientists in prioritizing and producing analytics efforts for internal and external customers, interfacing with product managers and pre-sales consulting staff.
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- PreCash (Jan 2013 - Sep 2015)
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-Product Analyst at PreCash (Jan 2013 - Sep 2015)
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- Primary business data analyst for senior management and c-suite for building business cases and determining product development strategy, concurrently serving as industry subject matter expert, business systems analyst, and data integration specialist.
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- Provides ad-hoc and structured analysis for senior management and c-suite users; operationalizing generalized business questions into specific findings and technical recommendations to influence product strategy and direction
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- Customer education during integration phase through test design, API request/response analysis, and implementation of reporting solutions out of Oracle data warehouse environment to track future outcomes, metrics, and KPIs
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- Serve as key contact within the escalations path for technical and business issues, ongoing subject matter expertise in business processes and industry best practices regarding such topics as cybersecurity, user experience, and data aggregation and reporting
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## Open Source Projects
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-[Precis](https://github.com/leozqin/precis) - self-hosted extensibility-oriented RSS reader with reading mode that can send notifications via common messaging services and use LLMs to summarize articles. Supports theming, OPML import/export, backups, composable configurations, and management CLI.
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-[HOPS](https://github.com/leozqin/hops) - Heterogeneous Ollama Proxy Server (HOPS) is a load-balancing reverse proxy server that enables users to address a fleet of diverse Ollama instances as a single one.
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-[Local Library](https://github.com/leozqin/local-library) - An ePub library and metadata scanner that happily works on a read-only filesystem.
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