● Built and deployed React app on AWS S3, managing DNS with Route 53 and SSL certification with CloudFront● Developed the ERBuddy app using React Native, with ESP32 to interface with hardware in Smart Pillbox device● Implemented user authentication using Amazon Cognito API, with Google and Apple sign-in via React libraries● Boosted user satisfaction by 40% by debugging UI across 3 TestFlight beta builds and adding multilingual support● Interviewed hardware engineer candidates with ESP32 experience to ensure optimal fit for Smart Pillbox project● Mentored and managed two new summer interns with onboarding, project assignment, and project completion

● Developed a Python algorithm with ‘re’ library to parse 3000 hourly transactions into Splunk-ready XML format● Designed Splunk dashboard for transaction data like server traffic, failure rates, and runtimes of 10 global servers● Monitored discrepancies in simulated traffic and server pair runtimes to identify threats to data and security● Identified server workload imbalances to recommend resource reallocation for cost efficiency in controlled project

● Developed a TensorFlow neural network for binary classification to identify 'bus only' signs in satellite imagery● Achieved an 80% accuracy improvement by preprocessing dataset and rounding pixels to clear visual obstructions● Automated database classification via image metadata, streamlining organization bypassing manual identification● Programmed truck controls and pedestrian behavior for a Unity-based educational game on semi-truck blind spots