Mission Control Initiative• Spearheaded "Mission Control" IntelliSep System monitoring platform with Grafana visualizations, implementing predictive analytics that improved Average Mean Time Between Failure and reduced customer complaint rate.• Established data-driven workflows for system release criteria, creating efficient go/no-go decision frameworks.Data Core Team Leadership• Guided the team of five in applying ML and statistical methods to improve IntelliSep assay performance, achieving significant reduction in instrument failure rates.• Lead quarterly strategic planning sessions to align data initiatives with company objectives.• Oversee development and optimization of three critical data pipelines: diagnostic score generation, video data archival/reprocessing infrastructure, and system log analysis, ensuring reliable operation of IntelliSep diagnostic platform

Technical Leadership & Infrastructure Development • Architected end-to-end data infrastructure using TimescaleDB and Grafana, implementing advanced ML techniques (RNNs, gradient boosting) for enhanced IntelliSep performance, real-time monitoring, and predictive maintenance across deployed devices.• Managed design transfer of Cytovale IntelliSep System to contract manufacturer, implementing risk-based validation strategy that reduced manufacturing cycle time by 2 months.• Approved all process changes and design for manufacturing alterations, maintaining technical specifications and system performance.GxP Laboratory Management• Directed a team of six, aligning laboratory activities with technical and business objectives using Agile Methodologies.• Reduced onboarding time by 3 months with a new training program, enabling quicker specialization and promotion opportunities.

• Lead Design Verification for key system functionality & supporting Clinical Validation studies for 510(k) submission in accordance with relevant FDA regulations 21 CFR 820.• Applied exploratory data analysis and machine learning to enhance IntelliSep assay performance and safeguarding against erroneous results.

Dissertation Title: Development of a Multifunctional Biosensing Platform with Applications Across Various Consumer Markets and Industries