Senior AI/ML Training Analyst (Contract) at Accunai/NEXWEALTH

Subject matter expert on audio/music AI training, defining accuracy, relevance, and reliability. Applied professional expertise in audio/music analysis to train, evaluate, and refine AI/ML systems for music and audio recognition tasks. Provided technical and creative assessments of audio models, ensuring output aligned with human listening standards and creative production needs. Developed processes and recommendations for UX and AI research studies, bridging creative evaluation and technical validation. Supported debugging and workflow improvements in AI training pipelines for audio and music datasets.

Project Manager (Contract) at Meta

Partnered with audio researchers and engineers to design, manage, and test immersive spatial audio workflows, reducing iteration cycles and accelerating product readiness. Coordinated complex, cross-functional projects involving research, UX, compliance, engineering, and product, resulting in streamlined approval processes and reduced turnaround times. Designed and implemented documentation, SOPs, and best practices for research audio labs, increasing consistency and quality of experiments. Oversaw collection, curation, and QA of audio datasets, enabling faster iteration in experimental workflows and improving system performance. Authored org-wide communications and documentation (SOPs, training materials), standardizing lab best-practices, and coordinating training materials for research teams. Managed data collection efforts with stakeholders, research assistants, and test engineers, delivering high-quality datasets 10% faster and enabling faster iteration. Responsible for managing b

Technical Program Manager at Nordstrom

Managed back-end engineering teams to deliver distributed enterprise services. Maintained a clean backlog of work informed by product management priorities and reviewed with engineering leadership. Drove Agile processes that improved delivery cadence and reduced technical debt. Coordinated cross-functional teams and vendors on multimillion-dollar programs, ensuring compliance, performance, and scalability. Used Scrum events to drive actions that improved squad process and platform efficiency, boosting sprint delivery. Managed stakeholders and multi-vendor programs with clear acceptance criteria and requirements to support platform stability and integration.