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Hello 🐍

I'm a software engineer with experience in machine learning, data science, and distributed systems. Some of the projects I've worked on involve computer vision, natural language processing, and brain-computer interfaces.

Selected Projects

⭐️ TensorBlur: Efficient GPU-accelerated blurring layers for Tensorflow graphs.

⭐️ PyUnity: Python utilities for Unity Perception (C#) - a toolkit for creating synthetic machine learning datasets

⭐️ Networking Test Kit: Test networking functionality (LSL, OSC, UDP) for OpenBCI devices. Integrated with the OpenBCI core app.

⭐️ ECG Respiratory Monitor: Live monitor for EEG, ECG, and respiratory biodata

⭐️ OpenBCI-MaxMSP Library: Library for interfacing between OpenBCI devices and MaxMSP

Writings & Publications

πŸ“ Deep Neural Networks for Forecasting Single-Trial Event-Related Neural Activity (IEEE SMC 2018)

πŸ“ Forecasting the Neural Time Series: Deep Neural Networks for Estimating EEG Event Responses (UCSD M.S. Thesis)

πŸ“ Multi-Paradigm EEG Classification using Deep Neural Networks(BCI Meeting 2018 Poster)

πŸ“ Finding the optimal cross-subject EEG data alignment method for analysis and BCI (IEEE SMC 2018)

πŸ“ Error Potentials for a Reinforcement Learning-Based Brain-Computer Interface (Unpublished)

⚑Stats⚑

Languages

Gabriel Ibagon's Projects

arl-eegmodels icon arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

arxiv-analysis icon arxiv-analysis

A research project investigating various data and text modelling techniques applied to the arXiv research paper database

aws-iot-device-management-workshop icon aws-iot-device-management-workshop

AWS IoT Device Management makes it easy to securely onboard, organize, monitor, and remotely manage IoT devices at scale. With this workshop your will learn hands-on the features from AWS IoT Device Management like several onboarding options, jobs, fleet indexing, thing groups and fine grained logging.

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

cultural-capital-2.0 icon cultural-capital-2.0

As a social relation within a system of exchange, cultural capital includes the accumulated cultural knowledge that confer social status and power.

eeg-cat icon eeg-cat

An EEG-based Approach to Computerized Adaptive Testing

eii-core icon eii-core

Hosts all the utils, libs, library samples, Etcd UI service and build tools

fluxusworkbook icon fluxusworkbook

For willing ear to listen ; daily commands from the Fluxus workbook

keras-js icon keras-js

Run Keras models in the browser, with GPU support

lsl_puredata icon lsl_puredata

A Pure Data external for sending and receiving data from the Lab Streaming Layer

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models icon models

Models and examples built with TensorFlow

multiagentbci icon multiagentbci

Multi-agent external control using brain-computer interfaces

networking-test-kit icon networking-test-kit

A few scripts for testing networking with OSC, UDP, and LSL. Designed to be used with OpenBCI networking functionality.

oms_studio icon oms_studio

Space and instruction for the One Miramar Street Studio, a performance art consortium

openbci_gui_v2.0 icon openbci_gui_v2.0

Based on OpenBCI_Processing, OpenBCI_GUI_v2.0 extends the GUI to include additional features, and will soon be usable with the Ganglion board.

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