Projects
A curated selection of recent work, explorations, and contributions
Chemical Exposure Risk Assessment App
Mobile application utilizing React Native for cross-platform barcode scanning functionality, integrated with a proprietary gaseous diffusion modeling engine to enable instant chemical exposure risk assessment for consumer products. Implemented SQL database architecture and integrated third-party retail APIs to automate safety assessment across 5,000+ retail products.
Grocery Price Aggregation System
Full-stack mobile application utilizing React Native to aggregate and compare grocery data across 15+ local retailers. Implemented web scraping and data parsing algorithms to collect pricing, inventory, and store location information. Conducted systematic usability testing with 25+ target users.
Multiplayer Trading Card Game
Cloud-deployed multiplayer trading card game platform using Python web frameworks, implementing real-time game state management and turn-based battle mechanics for concurrent user sessions. Collaborated with a 4-person development team to deploy scalable web application infrastructure on PythonAnywhere.
Neural Language Processing Analysis System
Analyzed neural language processing using Python and Jupyter notebooks, working with fMRI data and word embedding models to understand brain responses to speech stimuli via computational neuroscience techniques. Processed high-dimensional semantic feature matrices and applied machine learning algorithms including nearest-neighbor searches and finite impulse response modeling.
Biomechanical Simulation Research
Maintained and upgraded MATLAB-based biomechanical simulation models for feline motor function, implementing optimizations that improved computational efficiency by approximately 15%. Developed data preprocessing pipelines for deep neural network models comprising over 10,000 samples.
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