cv
Basics
| Name | Eduardo Davalos |
| Label | PhD Student |
| eduardo.davalos.anaya@vanderbilt.edu | |
| Phone | (+1) 210-412-5589 |
| Url | https://edavalosanaya.github.io |
Work
-
2019.05 - 2019.07 Fullstack Software Engineer - Intern
American Red Cross
Developed a web application to help the American Red Cross to manage their emergency stations
- python
- wordpress
- edge devices
-
2016.07 - 2018.03 Programming and Physics Tutor
St. Mary's Learning Assistance Center
Instructed and guided students in programming and physics courses, helping them to understand complex concepts and improve their grades.
- tutor
- programming
- physics
-
2016.05 - 2016.07 Robotics Teaching Assistant
St. Mary's Engineering Department
Mentored, directed, and guided students throughout a summer program, teaching them the principles of robotics.
- mentorship
- robotics
Education
-
2021.08 - current Nashville, USA
-
2019.07 - 2021.04 San Antonio, USA
-
2015.07 - 2019.04 San Antonio, USA
Publications
-
in.press A First Step Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments
AIED 2024
Developed AI techniques and software tools to analyze multimodal data from embodied learning environments involving the interaction analysis.
-
2024.01.01 3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments
Submitted to ICMI 2024
Developed computational pipeline leveraging from off-the-shelf computer vision algorithms to perform 3D gaze tracking in mixed-reality environments.
-
2023.12.01 ChimeraPy: A Scientific Distributed Streaming Framework for Real-time Multimodal Data Retrieval and Processing
IEEE Big Data 2023
Created a multimedia data processing framework for real-time data retrieval and processing in distributed environments.
-
2023.03.17 Identifying Gaze Behavior Evolution via Temporal Fully-Weighted Scanpath Graphs
LAK 2023
Identified gaze-based behaviors along the temporal dimension through the use of graphs involving fixated objects in a mixed-reality environment.
Skills
| Web Dev | |
| Front End Development | |
| Back End Development & Infrastructure | |
| Computer Networking | |
| Iot Devices |
| Data Science | |
| Machine Learning | |
| Deep Learning | |
| Reinforcement Learning | |
| Computer Vision | |
| Natural Language Processing |
| Data Engineering | |
| Data Streaming | |
| End-to-End Data Pipelines | |
| Multimedia Data Processing | |
| Data Visualization |
Languages
| English | |
| Native speaker |
| Spanish | |
| Fluent |
Projects
- 2023.10 - current
RedForest
EdTech Platform, empowered by AI and multimodal learning analytics
- Learning Platform
- AI
- Multimodal Learning Analytics
- 2024.01 - current
SyncFlow: Harmonize your Streams
Scalable Multimedia Streaming and Processing
- Data Engineering
- Scalable
- WebRTC
- 2021.06 - 2023.12
ChimeraPy: A Scientific Distributed Streaming Framework for Real-time Multimodal Data Retrieval and Processing
ChimeraPy is a multimedia data processing framework for real-time data retrieval and processing in distributed environments.
- Data Engineering
- Python
- Distributed Systems
- Data Streaming
- 2018.06 - 2019.04
SKORE (Smart Keyboard Operated by Robotic Educator)
SKORE is a piano tutor capable of teaching music theory and piano playing to students of all ages.
- EdTech
- Python
- Arduino
- Hardware Design