• Implemented new machine learning models for specific tasks to be included in Runway ML’s public offering ofmodels• Work included automated sky replacement in videos and real-time video harmonization

• Worked with Dr. Aayush Bansal and Prof. Deva Ramanan through an independent research study• Demonstrated that using a single autoencoder trained on the frames of a video, multiple video editing and• Project summary page and paper can be found at https://www.aayushbansal.xyz/Video-ViSA/processing tasks can be performed• Showed that the approach competes with prior works in performing these tasks, where prior works specifically findsolutions for individual tasks

• Created a release pipeline for a text classification model as part of a company-wide machine learning initiativeusing AWS• Developed a clustering model for grouping incoming JIRA tickets by issue severity to aid the engineering team inprioritizing which issues to work on using SKLearn and WordNet for text similarity and clustering

Worked on backend algorithms and functions in Node.js to improve web application performance.Developed and maintained web applications using JavaScript, CSS, HTML.Participated in the design of a mobile app for use with the web app.