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senior
Регистрация: 27.03.2025

Rafael Gomes Monteiro

Специализация: Chief Innovation Officer / Full-Stack Developer / Researcher in Neurotechnology and Artificial Intelligence
— With extensive experience in Biological Signal Processing, Data Science, Artificial Intelligence, and Software Development, I currently serve as the Chief Scientific Officer at Forebrain Neurotechnology, where I lead neurotechnology initiatives and develop innovative solutions for the sector. — I have a solid teaching background, with 20 years of experience instructing courses such as Programming, Data Structures, Algorithm Complexity, Computer Graphics, Artificial Intelligence, and Image Processing in the Computer Science program at UNIFESO. — I hold a Master's degree in Computer Science from UFRJ, with a focus on Image Processing and Eye Tracking, and I now apply this knowledge to solve real-world problems through Artificial Intelligence. — As a developer, I have experience in both backend (FastAPI, Flask) and frontend (Vue.js), enabling me to create integrated, end-to-end solutions. — Recently, I trained an AI model for eye-tracking estimation, which ranked highly in an open MIT ranking, reflecting my ability to apply advanced AI techniques to solve complex challenges. — I work strategically and technically, with leadership capabilities, while remaining active in development and research, always seeking to apply the latest trends and innovations in my projects. — I am passionate about working with innovation and Artificial Intelligence and am constantly driven by new technological challenges. Technical Skills: Programming and Software Development: — Software architecture and modeling. — Languages: Python (primary), JavaScript, HTML/CSS, C++ (Qt). — Full-stack development (FastAPI, Flask, Vue.js). — SQL Databases (PostgreSQL, MySQL), ORM (SQLAlchemy). — Version control (Git, GitHub). Artificial Intelligence and Data Science: — Biological Signal Processing. — Machine Learning and Deep Learning (PyTorch). — Image Processing and Computer Vision. — Data Modeling and Statistical Analysis. — AI Model Development. Leadership and Innovation Management: — Leading multidisciplinary R&D teams. — Managing scientific and technological innovation projects. — Strategic planning for AI product development. — Defining and implementing OKRs and performance metrics. — Communication and collaboration between technical and business teams. Education and Research: — Teaching experience in Computer Science (Programming, AI, Algorithms, Image Processing). — Training and mentoring teams for programming competitions. — Publishing and developing scientific research.
— With extensive experience in Biological Signal Processing, Data Science, Artificial Intelligence, and Software Development, I currently serve as the Chief Scientific Officer at Forebrain Neurotechnology, where I lead neurotechnology initiatives and develop innovative solutions for the sector. — I have a solid teaching background, with 20 years of experience instructing courses such as Programming, Data Structures, Algorithm Complexity, Computer Graphics, Artificial Intelligence, and Image Processing in the Computer Science program at UNIFESO. — I hold a Master's degree in Computer Science from UFRJ, with a focus on Image Processing and Eye Tracking, and I now apply this knowledge to solve real-world problems through Artificial Intelligence. — As a developer, I have experience in both backend (FastAPI, Flask) and frontend (Vue.js), enabling me to create integrated, end-to-end solutions. — Recently, I trained an AI model for eye-tracking estimation, which ranked highly in an open MIT ranking, reflecting my ability to apply advanced AI techniques to solve complex challenges. — I work strategically and technically, with leadership capabilities, while remaining active in development and research, always seeking to apply the latest trends and innovations in my projects. — I am passionate about working with innovation and Artificial Intelligence and am constantly driven by new technological challenges. Technical Skills: Programming and Software Development: — Software architecture and modeling. — Languages: Python (primary), JavaScript, HTML/CSS, C++ (Qt). — Full-stack development (FastAPI, Flask, Vue.js). — SQL Databases (PostgreSQL, MySQL), ORM (SQLAlchemy). — Version control (Git, GitHub). Artificial Intelligence and Data Science: — Biological Signal Processing. — Machine Learning and Deep Learning (PyTorch). — Image Processing and Computer Vision. — Data Modeling and Statistical Analysis. — AI Model Development. Leadership and Innovation Management: — Leading multidisciplinary R&D teams. — Managing scientific and technological innovation projects. — Strategic planning for AI product development. — Defining and implementing OKRs and performance metrics. — Communication and collaboration between technical and business teams. Education and Research: — Teaching experience in Computer Science (Programming, AI, Algorithms, Image Processing). — Training and mentoring teams for programming competitions. — Publishing and developing scientific research.

Скиллы

Python Developer
AI Developer
Data Scientist
Machine Learning
Deep Learning
JavaScript
HTML / CSS
C++
Qt
FastAPI
Flask
Vue.js
PostgreSQL
MySQL
ORM
SQLAlchemy
Git
GitHub

Опыт работы

CSO - Chief Scientific Officer
с 09.2024 - По настоящий момент |Forebrain
Python, C++, Flask, FastAPI, Vue.js
Transitioned to the role of Chief Scientific Officer (CSO), focusing on the company's scientific aspects. Conducted research to establish correlations between our indices and external market indicators. Led the training of two AI models: ● BRAIN A.I. – Estimates neural engagement responses in videos (second-by-second). ● Attentive A.I. – Estimates eye-tracking in videos, generating dynamic saliency maps. Attentive A.I. was submitted to the MIT/Tübingen ranking, ranking among the top five models on the CAT2000 dataset.
Chief Technology Officer (CTO)
07.2020 - 09.2024 |Athention
Neuroscience
Athention was a startup created through a partnership between SOMOS Educação and Forebrain, focused on innovating education through neuroscience. ● As CTO, I led the development of Neuroinfinity, a technological solution to enhance educational processes using neuroscience. ● After project completion, the product was integrated into SOMOS Educação, and the company paused its activities.
CTO - Chief Technology Officer
09.2011 - 09.2024 |Forebrain
Python, C++, Flask, FastAPI, Vue.js
Served as CTO since Forebrain's inception, when the company was newly incubated at COPPE/UFRJ, with no clients. Responsible for creating data pipelines, developing algorithms for biometric, neurometric, and behavioral signal processing, and extracting brain indices. Built internal-use systems for applications such as defining Areas of Interest (AOIs) in images and videos, stimulus tagging, stimulation programs, process automation, among others. Led the development of platforms for delivering results to clients and played a key role in building BRAIN, the largest neuroscience-evaluated TV commercial database in Brazil, analyzing over 2,500 ads over 14 years.
Researcher
08.2007 - 09.2010 |Kognitus
MATLAB, C++
Worked on two main projects: ● Vehicle Monitoring System: Conducted research and improvements on an automatic vehicle license plate detection system using radars, initially implemented in MATLAB and later migrated to C++. ● FM Radio Music Identification System: Developed a music detection system using audio matching techniques such as MFC (mel-frequency cepstrum), leveraging highly parallelized and distributed processing.
Professor (Computer Science)
01.2002 - 12.2021 |UNIFESO - Centro Universitário Serra dos Órgãos
Teaching, Computer Science
● Taught for 20 years, covering subjects such as Programming, Data Structures, Algorithm Complexity, Artificial Intelligence, Computer Graphics, and Image Processing. ● Trained teams for the Programming Marathon, leading to participation in the Brazilian finals in 2008 and 2017.

Образование

Image Processing and Eye-Tracking (Interrupted) (Доктор наук)
2013 - 2014
UFRJ - Federal University of Rio de Janeiro
Image and Signal Processing. (Магистр)
2009 - 2012
UFRJ - Federal University of Rio de Janeiro
Computer Science (Бакалавр)
2004 - 2009
UNIFESO - Centro Universitário Serra dos Órgãos
Associate Degree in Data Processing
1999 - 2001
UNIFESO - Centro Universitário Serra dos Órgãos

Языки

ПортугальскийРоднойАнглийскийПродвинутый