I’m a software engineer with a background in UI/UX, now focusing on AI, cognitive psychology, neural signal processing, and domain-specific programming languages. My current work explores improving reasoning in AI and building projects with an interest in emotion in machines, blending technology with cognitive science.

Neural Art

Generate art images similar to MidJourney directly from neural data (brain EEG) using an Emotiv Epoch X headset. This project is using Dream Diffusion to fine tune a Stable Diffusion model on EEG data and align it with CLIP (Demo here:https://www.youtube.com/watch?v=8v_EB73m6cQ)

The project contains pre-processing stages for data curation & exposes model weights for a Stable Diffusion abstract art model with 5 days of training

Zebra Fish connectome

Mapping zebra fish connectome in Python with custom 3D brain areas shapes: visualizations, connectivity matrix, conclusions about behavior modulation and sensory information. Check it out:https://github.com/alinvdu/neuromorphic-connectome-approach

JS Game with Neural Control

Take control of walking a character in 3D in your browser using Emotiv command controls. It offers the ability to train the character walking animation and then play (https://github.com/alinvdu/js-game-neural-commands)

Knowledge repositories

Different implementations of neural signal processing techniques, reinforcementlearning algorithms, neuromorphic computing, generative AI, or just old plain JS. Check it out in the Repositories