I am an ML Engineer with a robust background in software engineering. My experience spans various projects, from molecular dynamics simulations to digital twins development. Currently, I have completed a Ph.D. in Computer Science (Machine Learning) at the University of Ottawa. I bring expertise in deep learning, Bayesian modeling, federated learning, NLP/LLM, and data. My academic journey with over 10 years of experience in ML has equipped me with a strong foundation in developing ML systems for real-world applications.

  • Name: Cristovão Freitas Iglesias Junior
  • Email: cristovao.casagrande@gmail.com
  • Email: cfrei096@uottawa.ca

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Education

2020/4 - 2024/09

Ph.D. in Computer Science, University of Ottawa

University of Ottawa (Canada)

Supervisor: Miodrag Bolic

Thesis project: Machine Learning Methods to support the digital twins development in Biomanufacturing.

2017/9 - 2019/10

M.Sc. in Informatics(Computer Networks and Distributed Systems)

Federal University of Rio de Janeiro (Brazil)

Supervisor: Claudio Miceli de Farias

Master dissertation: DOMA - An Approach to Domain Modeling of Personalized Monitoring Systems.

2016/9 - 2019/11

B.Sc. in Information Systems

Estácio de Sá University (Brazil)

Supervisor: Claudio Miceli de Farias

Monograph: Personalized Monitoring System For Intelligent Bandwidth Control.

2008/3 - 2013/3

B.Sc. in Biophysics/Bioinformatics

Federal University of Rio de Janeiro (Brazil)

Supervisor: Cheng Soon Ong

Supervisors: Pedro Geraldo Pascutti

Monograph: REDE - Interactive Online View Of Epistatic Networks.