My college capstone project was adding two new features to the IQEngine platform:
- Visualization for multiple sensors
Options to fuse data from multiple sensors and view 3-D visualization ofthe data, providing users with comprehensive insights
- Machine learning plugins
Leverages unsupervised methodologies from literature to automate spectrum annotations and transmitter detection
Implemented the HTR system by Arthur Flor that recognizes handwritten text using Python and TensorFlow. Trained on an offline dataset and added image preprocessing to improve results.
Built a search engine and system that makes book recommendations to the user based on their liked books.
Developed a lexer that generates tokens using a state machine, a parser that processes the tokens and returns an abstract syntax tree, and an interpreter that executes functions.
Developed a Java program that compares data generated from mass spectrometry experiments to the lab's database with various parameters set by the user from a GUI.