Motor-Oral Speech Analysis and Integrated Computation (MOSAIC) quantifies mouth movement and correlates it with produced speech. Measurements Include: Articulatory asymmetry, temporal & static measurements, VOT x Articulation, Syllable Rate x Articulation, etc.

Short project using eye tracking library. Developed at the first hacksociety hackaton at Colombia

course material for Experimental and Computational Methods for Linguistic Research (@uchicago in Spring 2025)

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This framework allows for the computational mind to emerge by creating stable quantum stepped prepositional harmonic residues on a unified 4-path on toroidal ring 1_R

This project uses existing open-source eye-tracking data from Mandarin Chinese-English bilinguals to train a machine learning model to predict L2 English Language Proficiency based on reading behavior.

cognition-grounded methods of word embeddings evaluation

Create and manage note of NLP

Neuronova is a neurocognitive–mathematical framework for natural language modeling. It represents linguistic elements as dynamic fields in a geometric space, using operators to simulate meaning, actions, and semantic transformations. Early prototype for research and collaboration.

Neuromorphic Code Compiler. Tokenizes EEG brain-neural patterns and compiles neural intent into functional programming syntax (Node.js/Flutter) using deep learning representation architectures.