Experience
2021 — Now
2021 — Now
New York City Metropolitan Area
2018 — 2021
2018 — 2021
New York, NY
• Build communication network in ROS2 for a computer-vision system in production, involving capturing live images from cameras, classifying products from images, and creating an live streaming framework for customer interface. Provide routine software testing and maintenance.
• Train and test time series machine learning models to predict future sales estimates based on historical data and external features.
• Develop and implement pipelines to clean, feature engineer, and pre-process data.
• Generate reports and visualizations to document model accuracy and benchmarks; use state of the art techniques to optimize model performance.
• Build software encapsulation for production in which predictive models communicate with the overarching automated system in a restaurant environment.
• Commonly used tools and languages include: Python, PyTorch, Nanomsg, Docker, TensorFlow, Protobuf, CUDA, OpenCV, Linux, Git.
• Experience with Agile development techniques: Atlassian, Confluence, JIRA, Scrum, Kanban.
2015 — 2017
2015 — 2017
Queens, NY
• Instructed 3 students per 2-hour class in SAT and ACT Reading Comprehension & Writing.
• Increased student SAT scores 200 points (ACT scores 6 points) per section on average.
• Taught supplementary classes in Earth Science, American History, Literature, and Spanish.
• Assisted students in completing homework assignments as well as studying for exams.
• Coached students on college application essay writing.
• Perfected communication skills through teaching while applying grammar, History, and Literature knowledge.
2014 — 2016
2014 — 2016
• Edited articles from site’s copywriters for adherence to style guidelines and grammatical rules.
• Completed editing assignments within the confines of strict deadlines.
2012 — 2016
2012 — 2016
• Conducted research on beauty and skincare trends using online sources and analytics.
• Wrote articles on trends, editing them to adhere to Skincare-News.com tone.
• Promoted beauty products from affiliated retailers within editorial content.
Education
University of Pennsylvania
Bachelor of Arts (BA)
University of Sussex