Responsible for ACQUA testing and VoIP tuning of Amazon Echo, Tablet, and FireTV products. Successfully led the VoIP testing efforts for the launch of 8 FireTV products, including the company's first DNN noise canceller and soundbar enabled VoIP TVs.Worked with developers on improving and maintaining automated test framework.Managed high end test equipment (HB&K, HEAD, GRAS, etc).Used Jenkins to run automated tests and report results.Designed appropriate test routines for testing new features.

Setup and perform acoustical laboratory measurements of prototype devices using avariety of high end equipment (APx500 series audio analyzers, B&K reference measurement microphones,HEAD Acoustics Front-Ends and Analyzer) and submit reports of the collected data. Responsible fortroubleshooting computer audio, processing audio, and efficiently testing in a busy lab environment.

Working as an Acoustician on sound and vibration related projects for a variety of clients including Seattle Department of Transportation, Seattle Public Utilities, local architects, and construction companies. Projects and skills applied include:-Consulting: Provided recommendations to architects and building design teams for issues such as mitigation of HVAC noise and vibration, control of room reverberation times, and minimization of sound transmission through partitions.-Architectural Acoustics Measurements: Performed on-site measurements and created reports of various ISO or ASTM standard architectural acoustical tests including Reverb Time, STC, and IIC.-Noise and Vibration Monitoring: Collected measurements and compiled reports for several SDOT construction projects.-Machine Learning: Trained a neural network to successfully classify audio scenes for the North Transfer Station in Wallingford (Python, TensorFlow, DSP).-Circuit Design and Control Programming: Designed and built an Arduino based controller for a team made electromagnetic excitation hammer (C).-DSP: Helped design an algorithm that automatically generates reports during vibration analysis of floating light rail slabs (Signal Express, Julia). -Acoustic Modeling: Built several acoustic models for a pedestrian bridge design on the Microsoft Campus to estimate the effectiveness of blocking highway noise for various design choices. (CadnaA).

Awarded Mary Gates Research Scholarship in Winter 2017 for project on Cochlear Implant Simulation effectiveness (Matlab)Created a neural network based real time beat tracking algorithm for a capstone project and implemented a demo version of it on a TI OMAP-L138 DSP development kit (Matlab, Python with Theano and Keras, C).Data analysis experience (Matlab) working with the NY Public Library Restaurant Menu archives (http://menus.nypl.org/) searching for correlations between item price and page position.

Worked in a professional development environment assisting the lead backend programmer with database maintenance and cleanup tasks involving massive movie databases (Rovi, Netflix, iTunes, Amazon etc.). Job involved postgreSQL, Java, mathematical analysis and meticulous data checking.

Transcribed over 400 pop/rock songs by ear and prepared professional grade sheet music using Finale notation software. Met quality standards and deadlines while working remotely and independently. Wrote horn charts for over 100 songs. Responsible for small tour travel budgets and management of horn section.