Kyle H. Email & Phone Number

San Mateo, California, Us

• Managed end-to-end product ownership for in-line and offline decisioning across the account space, efficiently handling over 7 million transactions daily, enhancing fraud detection capabilities and operational efficiency.• Developed a strategic framework for hybrid machine learning that combined advanced neural networks and probabilistic modeling, focusing on real-time transaction monitoring; this involved enhancing the model stack, applying ensemble techniques and Bayesian optimization for feature selection, which collectively boosted decision accuracy by 1.3% across approximately 2.7 billion transactions annually.• Managed external engagements with industry vendors and collaborated with cross-functional stakeholders including Product Managers, Engineering Managers, Engineers, and Business Analysts within the internal engineering organizations focusing on current services and developing proofs of concept for future initiatives, employing Agile / Scrum, Kanban, and Lean principles to enhance project fluidity and ensure rapid prototyping.

San Mateo, California, Us

• Played a pivotal role in developing and implementing performance metrics for account takeover and inauthentic account creation, focused on improving system integrity and user trust through projects involving analysis of user behavior patterns, real-time detection of suspicious account activities, using best practices in data analysis.• Enhanced business operations by implementing strategic methodologies, integrating Slack Webhooks with Jenkins jobs for near real-time operational support where applicable.• Coordinated with cross-functional stakeholders, aiming to enhance project efficiency and optimize product development timelines.

San Mateo, California, Us

• Coordinated the development and integration of various software programs across specialized domains such as Fraud, Security, Commerce, Accounts, and Data Science.• Implemented advanced risk management programs by utilizing a custom JavaScript library and Splunk, and employing stress tests,sampled transaction simulations, and REST-based API testing for continuous monitoring, thereby screening approximately 730 million transactions annually to ensure compliance and security standards.• Executed essential tasks to facilitate the timely progression of programs, including integrating with multiple edge and application technologies to extend the PS3 and PS4 lifecycles and align with business needs.

San Mateo, California, Us

• Deployed an internal fraud detection system utilizing Aggregations Frameworks, Decision Trees, Neural Networks, in addition to AWS Kinesis and AWS Lambda Apache Spark, subsequently elevating annual business revenue by approximately $200 million.• Executed the migration of an on-premise warehouse solution to the cloud, incorporating business-critical ETL jobs with AWS, utilizing Matillion and Talend for data integration, and applying schema-on-read and data lake storage.• Implemented an agile framework and fostered an adaptive mindset within the fraud department, utilizing iterative processes and encouraging collaborative, cross-functional team efforts to enhance responsiveness and efficiency.

San Luis Obispo, California, Us

Played a leading role in transitioning KCPR from just a local radio station into a global online content distributor. Also contributed as a creative member as a on-air DJ and filming, editing, producing, and directing videos.

San Mateo, California, Us

• Shadowed - and later led - a Hadoop optimization project, actively engaging in cross-functional collaborations within a scrum environment to meet with global internal customers, understand their requirements, and deliver upgrades that reduced the footprint while still satisfying customer needs to streamline effectiveness and reduced cost.