Curriculum

Academic simplified CV (English - Last Update Jan/2024)

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Education

• Doctor Degree in Informatics, University of Brasília (UnB), 2023
• Master Degree in Physics and Education, University of Brasília (UnB), 2018
• Major in Physics, Catholic University of Brasília (UCB), 2017
• B.S. in Computational Physics, University of Brasília (UnB), 2014

Experience

• Full Stack Developer / Data Scientist, 2022 - present.
  • Stefanini IT Solutions
  • Banco do Brasil
• PhD. Student, 2019 – 2023.
  • Department of Computational Science (PPGI/CIC/UnB)
  • Laboratory: Digital Signal Processing Group (GPDS/ENE/UnB)
  • Supervisor: Professor Dra. Mylenè C. Q. Farias
• Research engineer, jan/2022 - oct/2022.
  • Faculté des Sciences Fondamentales et Appliquées - Université de Poitiers
  • Laboratory: XLIM lab
  • Lab departments: Synthèse & Analyse d’images (Chercheur contractuel), ICONES2 (Chercheur contractuel)
  • Supervisor: Professor Dr. Muhammed-Chaker Larabi
• Physics Teacher, 2015-2020
  • Description: high school teacher in the public and private education systems for a diverse set of student profile

Awards

• Best Conference Paper at WebMedia paper (2022)
• Best Dissertation Paper from the Program MNPEF (PROEB/Capes, 2020)
• Best paper submitted at XXIV IJCIEOM 2018

Selected publications

1. Lucas S. Althoff, Alessandro Rodrigues, Marcelo M. Carvalho, and Mylène C. Q. Farias, Impact of Alignment Edits on the Quality of Experience of 360° Videos. IEEE Access, (2023) doi:10.1109/ACCESS.2023.3319346.

2. Lucas S. Althoff, Myllena Prado, Sana Alamgeer, Alessandro R. Silva Ravi Prakash, Marcelo M. Carvalho, and Mylène C. Q. Farias 360RAT: A Tool for Annotating Regions of Interest in 360-degree Videos doi:10.1145/3539637.3557930

3. Lucas S. Althoff, Mylène C. Q. Farias, and Li Weigang Once Learning for Looking and Identifying Based on YOLO-v5 Object Detection doi:10.1145/3539637.3557929

4. Dario D. Morais, Lucas S. Althoff, Ravi Prakash, Marcelo M. Carvalho, and Mylène C. Q. Farias. A Content-Based Viewport Prediction Model. Electronic Imaging (2021).

5. José Antonio Siqueira de Cerqueira, Lucas S. Althoff, Paulo De Almeida, and Edna Dias Canedo, Ethical Perspectives in AI: A Two-folded Exploratory Study From Literature and Active Development Projects, HICSS (2021).

6. Ari Melo Mariano, Ana Carla Bittencourt Reis, Lucas dos Santos Althoff, and Laís Bandeira Barros. A bibliographic review of Software Metrics: applying the Consolidated Meta-Analytic Approach, In: Springer Proceedings in Mathematics & Statistics (PROMS, XXIV IJCIEOM 2018, pg. 243-256).

Graduation Defense Committee Member

• Analysis of Saliency Models for 360° Videos, Bernardo Magalhães Morales, Part of Electrical Engineering Conclusion Graduation, University of Brasília, 2019. Defense commitee members: Mylène C. Q. de Farias (Advisor), João Luiz Azevedo de Carvalho, Lucas dos S. Althoff.
• Annotation of Regions of Interest for 360° Videos, Myllena de Almeida Prado, Part of Mecatronical Engineering Conclusion Graduation, University of Brasília, 2021. Defense commitee members: Mylène C. Q. de Farias (Advisor), João Luiz Azevedo de Carvalho, Lucas S. Althoff.
• Protótipo WebSig para Suporte à Produção Cartográfica do Laboratório de Geografia, Ambiente e Saúde da Universidade de Brasília, Guilherme Felix Menezes, University of Brasília, 2020. Defense commitee members: Helen Gurgel (Advisor), Emmanuel Roux, Lucas S. Althoff.
• O Uso de Elementos da Gamificação no Processo de Avaliação da Aprendizagem: Uma Análise Bibliométrica, Victor Hugo M. Rodrigues, University of Brasília 2023 Defense commitee members: Jorge Henrique Cabral Fernandes (Advisor), Edison Ishikawa, Lucas S. Althoff.
• Análise Bibliométrica do Pensamento Computacional na Educação, Breno R. Corrêa , University of Brasília 2023 Defense commitee members: Jorge Henrique Cabral Fernandes (Advisor), Edison Ishikawa, Lucas S. Althoff.

Recent Projects

In the last 5 year I integrated the following research projects:

1. e-RIDE (2023-2024)
2. Smart City Games (2023) the
3. PES360 (2021-2022)
4. LMI (2020-2021)
5. MAP (2018-2020)

Highlights

In e-RIDE and SmarCity Games projects, I was the Software Development Leader. In SmartCity Games, I built a Location-Game Application using Unity, Mapbox, C#, and Firebase. In e-RIDE, I developed a Survey Application and a Full Stack Solution for Data Analytics using a technology stack Python (FASTAPI), ReactJS, Docker, Supabase (Postgres).

In MAP and PES360 projects I was at a Research Leader Assistant, managing grad students. PES360 and LMI projects were International Collaborations, where I worked with Researchers from France and USA.

Visions & Ambitions

In the field of UX I found a place to connect my interest in people with my programming and data science skills.

I appreciate collaborating with research projects that bring a positive social and environmental impacts .

I have participated in exciting academic research, from the gamma-ray burst analysis to cross-boarder health data harmonization.

My focus is making use of the technical knowledge developed in academic context to promote a better world.

Furthermore, I understand that science and art can become a powerful tool to overcome inequality in the world, turning science less boring and art even more expansive. Contributing with Audiovisual Projects (as well as with other cultural projects) is my hobby.