Berkeley, California, United States
Core - Semantic Understanding
Project Kuiper
● Developed user-facing REST API endpoints using Flask to manage user credentials used in penetration tests, deployed API service to AWS EKS cluster ● Created and altered MySQL tables, and performed queries to store and retrieve user information using SQLAlchemy ● Encrypted user credentials using a CBC-mode block cipher encryption algorithm to protect sensitive data from attackers
● Tracked human retina in real time and delivered laser microdoses to stimulate individual cone cells ● Led the development of a full stack web application to visualize and manage real-time experiment data using React, Three.js, and Python, increased experiment efficiency by 15% ● Implemented a REST API using Python’s FastAPI to host videos and time series data stored in MongoDB ● Trained and analyzed PyTorch machine learning models such as FCNNs, RNNs, and CNNs to predict eye movements and improved the accuracy of laser microdose delivery by 23%
● Developed a Kafka-based integration solution using Apache Camel to route requests and transform data flow between services and consumers ● Implemented and evaluated two POCs by integrating different vendors’ solutions into our core product using Java ● Expanded functionality of existing REST API endpoints to accommodate customers’ requested use-cases ● Mocked AWS clients (SQS, SNS, CloudWatchLogs, etc.) using various data structures, reduced cost of related tests by 100% ● Developed an automated SMS testing framework, increased code coverage by an additional 48% according to JaCoCo