Bernardo Mendonça Caixeta

Bernardo Mendonça Caixeta Email and Phone Number

Machine Learning Engineer @ LMP | M.Sc Candidate in Nuclear Engineering - COPPE/UFRJ @ COPPE / UFRJ
brazil
Bernardo Mendonça Caixeta's Location
Rio de Janeiro, Brazil, Brazil
About Bernardo Mendonça Caixeta

Graduated in Nuclear Engineering from UFRJ and currently pursuing a Master's degree in Nuclear Engineering at COPPE/UFRJ, I have extensive professional experience as a Data Analyst, with mastery over the main tools used, such as Excel, Power BI, Python, R and SQL Databases (SQL Server and PostgreSQL), as well as in the development and implementation of Artificial Intelligence models, more specifically Knowledge Systems, Artificial Neural Networks, Predictive and Classification Models and Optimization Algorithms.Additionally, I have a keen interest in studying and applying Transformer Neural Networks in Natural Language Processing and Computer Vision projects.Throughout my professional career, I have always prioritized what I call the 3 C's:▪ Construct scalable processes applicable to different demands;▪ Create reports that meet the objective of democratizing and facilitating access to information;▪ Cross data between areas and generate insights that consumer areas would not reach;

Bernardo Mendonça Caixeta's Current Company Details
COPPE / UFRJ

Coppe / Ufrj

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Machine Learning Engineer @ LMP | M.Sc Candidate in Nuclear Engineering - COPPE/UFRJ
brazil
Employees:
742
Bernardo Mendonça Caixeta Work Experience Details
  • Coppe / Ufrj
    Machine Learning Engineer
    Coppe / Ufrj May 2023 - Present
    Process Monitoring Laboratory (Lmp/Coppe/Ufrj)
    The main activities include the Full Stack development of HMI systems, SQL Databases administrator and deployment of Artificial Intelligence models, such as Expert Systems, LLMs, Outlier Detection and Classification models.
  • Wevy
    Data Analyst
    Wevy Jan 2023 - Oct 2023
    Campinas, São Paulo, Brasil
    ▪ Construction and maintenance of SQL Databases containing the main Marketing indicators;▪ Creation of dashboards, issuing reports and data governance;▪ Automation of data extraction processes;
  • Wevy
    Junior Market Intelligence Analyst
    Wevy Nov 2022 - Jan 2023
    Campinas, São Paulo, Brasil
    ▪ Preparation of reports and dashboards covering the results of Marketing actions;▪ Automation of processes related to the extraction and maintenance of databases;▪ Analysis of internal data: sales funnel, social networks and demand monitoring;▪ Survey of market data.
  • Prudential Do Brasil
    Retention & Virtual Business Assistant
    Prudential Do Brasil Mar 2022 - Nov 2022
    Rio De Janeiro, Brasil
    ▪ Coordinator of the Systemic Information Governance (GIS) nucleus and member of the Strategy & Churn Analysis and R&NV Orphan Management nuclei;▪ Organization and construction of databases;▪ Creation, centralization, reporting and data governance;▪ Structuring and controlling the rationale of indicators with storage of historical bases;
  • Ufrj - Universidade Federal Do Rio De Janeiro
    Academic Monitor For Reliability And Risk Analysis Of Industrial Processes
    Ufrj - Universidade Federal Do Rio De Janeiro Jul 2022 - Oct 2022
    Rio De Janeiro, Brasil
    Monitor of the Reliability and Risk Analysis of Industrial Processes extension course, providing assistance to students on fault tree and event tree techniques, as well as their applications in making decisions about reliability, availability and safety.
  • Ufrj - Universidade Federal Do Rio De Janeiro
    Data Science Extension Project Member
    Ufrj - Universidade Federal Do Rio De Janeiro Dec 2020 - Aug 2022
    Rio De Janeiro, Brasil
    Acted on the Data Science for Smart Cities Extension Project at UFRJ. The activities involved:▪ Mining, Exploratory Analysis and Data Visualization;▪ Treatment of imputation of missing data;▪ Prediction and data smoothing;▪ Pattern Recognition;▪ Development of innovative tools and solutions through the use of Data Science and Machine Learning knowledge;
  • Ufrj - Universidade Federal Do Rio De Janeiro
    Academic Monitor Of Experimental Physics Iii
    Ufrj - Universidade Federal Do Rio De Janeiro Mar 2020 - Jun 2021
    Rio De Janeiro, Brasil
    Acted as a monitor in the discipline of Experimental Physics III - FIN231. Assistance to students in developing the experiments discussed in class, as well as understanding the theories involved.
  • Ufrj Polytechnic School
    Laboratory Intern
    Ufrj Polytechnic School Jan 2022 - May 2022
    Process Monitoring Laboratory (Lmp/Pen/Ufrj)
    Simulation of a Reactor Physics code, through the implementation of Artificial Neural Networks, to estimate the Radial Power Peak Factor and the critical concentration of soluble Boron in a PWR nuclear reactor.
  • Ufrj Analytica
    Competition Team Member
    Ufrj Analytica Jul 2021 - Apr 2022
    Rio De Janeiro, Brasil
    Member of the UFRJ Analytica competition team, focusing on participating in Hackathons, Datathons and other competitions related to Data Science and Machine Learning.

Bernardo Mendonça Caixeta Education Details

Frequently Asked Questions about Bernardo Mendonça Caixeta

What company does Bernardo Mendonça Caixeta work for?

Bernardo Mendonça Caixeta works for Coppe / Ufrj

What is Bernardo Mendonça Caixeta's role at the current company?

Bernardo Mendonça Caixeta's current role is Machine Learning Engineer @ LMP | M.Sc Candidate in Nuclear Engineering - COPPE/UFRJ.

What schools did Bernardo Mendonça Caixeta attend?

Bernardo Mendonça Caixeta attended Ufrj - Federal University Of Rio De Janeiro, Ufrj - Federal University Of Rio De Janeiro.

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