•	Implemented a digital tracking system for lesson logs and billing, reducing administrative bottlenecks
•	Managed procurement and maintenance schedules for studio equipment
•	Developed milestone-based learning plans for 20+ students; achieved 66.6% improvement in student retention

Studio Manager & Lead Piano Instructor

•	Managed end-to-end production cycles for multiple clients, delivering audio assets under strict deadlines with 100% on-time rate
•	Handled client communication, project scoping, billing, and iterative feedback — directly transferable to client-facing tech roles
•	Applied DSP concepts (EQ, compression, signal routing) with overlap in audio and sensor signal processing

Freelance Music Producer

<p>• Commissioned by faculty for graphic design work — banners, promotional materials, and event assets
• Maintained Excel-based attendance tracking and data organization systems for department use</p>

Academic Administrative Support

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