Serin George
Senior AI Systems Engineer | MLOps Architect | UT Austin MSAI \'25 | Specializing in LLMs, Reinforcement Learning & Responsible AI
- Role
- Senior Software Engineer (Ml Engineer) at Fidelitrade Incorporated
- Location
- Chester Springs, PA, US
- LinkedIn followers
- 500 followers
About Serin George
Most AI professionals understand the technology or the business. Very few understand both…
Experience
Senior Software Engineer (Ml Engineer)
Aug 2024 — Present · Wilmington, DE, US
Developed and deployed a custom machine learning model to optimize logistics for high-value package shipments, directly applying ML to solve complex business problems.* Architected and implemented robust CI/CD pipelines using Azure DevOps and ones specifically tailored for automated ML model training, validation, and deployment, ensuring reproducibility and reliability.* Engineered and enhanced mission-critical applications and APIs (.NET Core), facilitating seamless user experience, data flow, and integration.* Manage technical integration with third-party vendors, ensuring effective communication and timely delivery of integrated system components.* Collaborate cross-functionally to identify opportunities and to implement data-driven solutions, bridging software engineering best practices with business needs.* Monitor production ML model performance, implementing tracking systems for accuracy, drift detection, and overall model health.
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