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Responsible for the end-to-end development of models for content understanding and personalization

• Developed models for feed ranking and content quality applications and deployed them in a large scale production system using a combination of in-house and open source solutions• Executed projects spanning the ML development process, including feature implementation, data collection, dataset generation, model prototyping, and model productionization• Served as DRI for technical improvement projects that decreased maintenance burden and increased monitoring coverage• Collaborated cross-functionally to deliver useful and timely improvements• Led two teams for two years that organized a company-wide hack week

Developed a link budget simulation for an E-Band Line-of-Sight MIMO communication system using STK and MATLAB to analyze system performance along arbitrary flight paths and showcase system featuresCharacterized a fiber optic link to assess the viability of controlling off-site test antennae without moving signal processing hardwareStudied LoS MIMO and pre-distortion theory

Improved image guided filter-based algorithms to further reduce correlated noise in dual-energy CT images while balancing some image quality tradeoffs and eliminating othersDeveloped post-processing script to reduce filtering artifacts

Adapted an algorithm for detecting and correcting timing offsets in afrequency-hopping communication system

Worked on a project analyzing transmissions from Siple Station, Antarctica and their interactions with the magnetosphereCompleted a MATLAB script to time-correct distorted transmission dataCreated visual representations of transmission formats to aid in further study