Gustavo Pereira

Gustavo pereira

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location of Gustavo PereiraRio de Janeiro, Rio de Janeiro, Brazil
Phone number of Gustavo Pereira+91 xxxx xxxxx
Followers of Gustavo Pereira1000 followers
  • Timeline

    Jan 2009 - Dec 2009

    Physics Teacher

    Consórcio Cederj
    Jan 2011 - Aug 2012

    Physics Teacher

    Consórcio Cederj
    Rio de Janeiro e Região, Brasil
    Aug 2014 - now

    Scientific Researcher

    Federal University of Rio de Janeiro
    Current Company
    Dec 2014 - now

    Head of Risk Management

    Nuclep
    Rio de Janeiro Area, Brazil
    May 2018 - Nov 2018

    MBA Professor

    FEUC
  • About me

    Head of Risk Management | Data Science, Machine Learning, and Artificial Intelligence focused on Risk, BI, and Finance

  • Education

    • Fiap

      2024 - 2025
      Master of business administration - mba artificial intelligence
    • Federal university of rio de janeiro

      2015 - 2017
      Master's degree nuclear engineering

      Master of Science in Nuclear Reactors Engineering with an emphasis in PWR reactors core thermohydraulics.Final dissertation: REWETTING ANALYSIS OF A PWR FUEL ROD USING THE IMPROVED LUMPED MODEL.

    • Federal university of rio de janeiro

      2019 - 2024
      Doctor of philosophy - phd nuclear engineering
    • Université de bordeaux

      2016 - 2017
      Master of business administration - mba business administration and management, general

      Master of Business Administration with an emphasis in Strategic Management and Risk.Final dissertation: A NEW METHODOLOGY PROPOSAL FOR THE IMPLEMENTATION OF A STRATEGIC-AND-RISK-ACTIONS PMO FOR PORTFOLIO MANAGEMENT.

    • Federal university of rio de janeiro

      2014 - 2016
      Master of business administration - mba project management

      Master in Project Management with an emphasis in Strategic Management and Risk.Final dissertation: COMPARISON OF THE PROJECT MANAGEMENT MATURITY IMPROVEMENT AFTER THE IMPLEMENTATION OF A STRATEGIC ANALYSIS METHODOLOGY

    • Federal university of rio de janeiro

      2010 - 2014
      Bachelor’s degree mechanical engineering

      Bachelor of Science in Mechanical Engineering with an emphasis in Thermal Sciences.- Final paper: THERMOHYDRAULIC DESIGN OF THE HIGH CONCENTRATION PHOTOVOLTAIC PANELS THERMAL CONTROL SYSTEM FOR HEAT RECUPERATION..

    • University of central florida

      2012 - 2012
      Bachelor’s degree mechanical engineering

      Exchange student.

  • Experience

    • Consórcio cederj

      Jan 2009 - Dec 2009
      Physics teacher

      - Physics professor at a social preparatory course for university admission.

    • Consórcio cederj

      Jan 2011 - Aug 2012

      - Physics professor at a social preparatory course for university admission. - Physics professor at a social preparatory course for university admission.

      • Physics Teacher

        Jan 2012 - Aug 2012
      • Physics Teacher

        Jan 2011 - Dec 2011
    • Federal university of rio de janeiro

      Aug 2014 - now
      Scientific researcher

      Researcher on thermalhydraulics of nuclear reactors core under Loss of Coolant Accidents;Develop and implement advanced mathematical analytical solutions to physical models and test how they compare with experimental results.

    • Nuclep

      Dec 2014 - now

      • Spearheaded the development and implementation of an Enterprise Risk Management (ERM) Framework, aligning risk strategies with organizational goals across departments and integrating advanced analytics for enhanced decision-making;• Recommended investment strategies for a high-value pension portfolio nearing USD 1 billion, leveraging data science and statistical insights to optimize risk-return profiles.• Developed and deployed machine learning models using algorithms like linear and logistic regression, classification, clustering, recommendation systems, and time-series analysis with Python, Spark, Pandas, Sci-Kit Learn, Keras, and TensorFlow to improve risk assessment and predictive accuracy;• Utilized Apache tools such as Airflow and NiFi to streamline ETL data ingestion, orchestration, and integration of machine learning pipelines within the ERM framework, enhancing data-driven workflows;• Plan, organize, direct, control, and evaluate the activities and operations of continuous improvement projects;• Applied advanced statistical methods—hypothesis testing, regression analysis, and time series forecasting—to analyze complex datasets, supporting proactive risk mitigation efforts;• Created and maintained comprehensive dashboards and reporting tools for 900+ risks and 450+ action plans, delivering actionable insights to executives and board members;• Integrated natural language processing (NLP) models to automate data analysis and enhance forecasting, enabling efficient decision support across diverse risk management scenarios. Show less • Developed and implemented tailored business intelligence solutions to transform raw data into actionable insights, using tools like Power BI and SQL for advanced data visualization and reporting;• Managed ETL processes to ensure accurate and efficient data integration from multiple sources, streamlining workflows and enhancing data availability for business decision-making;• Analyzed and interpreted key metrics and KPIs to identify trends, patterns, and growth opportunities, enabling executive leadership to make informed, data-driven decisions;• Developed SQL-based reporting solutions to analyze customer service data trends, empowering the executive team with insights on customer satisfaction and service efficiency;• Supported new market development initiatives by leveraging BI insights to evaluate market potential, customer preferences, and competitive landscape, facilitating informed expansion strategies;• Created performance dashboards using Power BI/Tableau to support continuous monitoring of critical CS metrics, ensuring actionable insights were readily available for ongoing improvements in customer experience;• Provided ad-hoc analyses on customer service metrics, summarizing insights in clear presentations that informed strategies and supported cross-departmental initiatives.• Elaborate financial viability of projects and feasibility studies, calculating NPV, IRR, and Payback;• Developed predictive models and statistical analyses (e.g., regression analysis, forecasting) to anticipate trends and support strategic planning, aligning BI outcomes with long-term organizational objectives. Show less • Plan and manage projects, and prepare material, cost and timing estimates, reports and design specifications for machinery and systems;• Supervise and inspect the installation, modification and commissioning of mechanical systems and equipment at construction sites or in industrial facilities;• Prepare contract documents and evaluate tenders for industrial construction and maintenance;• Supervise technicians, technologists and other engineers and review and approve designs, calculations and cost estimates;• Elaborate quotation for the manufacture of equipment by delineating their fabrication, services and materials involved;• Plan, implement, and monitor project execution;• Continuous improvement and optimization of processes;• Standardize and control budgeting management department. Show less

      • Head of Risk Management

        Nov 2018 - now
      • Business Intelligence Specialist

        Mar 2016 - Nov 2018
      • Mechanical Engineer

        Dec 2014 - Mar 2016
    • Feuc

      May 2018 - Nov 2018
      Mba professor

      • Prepare subject material for presentation to students according to an approved curriculum;• Teach students using a systematic plan of lectures, discussions, audio-visual presentations, and laboratory, shop and field studies;• Assign and correct homework;• Evaluate progress, determine individual needs of students and discuss results with parents and school officials;• Prepare and implement remedial programs for students requiring extra help;• Participate in staff meetings, educational conferences and teacher training workshops;• Advise students on course selection and on vocational and personal matters. Show less

  • Licenses & Certifications

    • Toefl itp

      Ets
      Oct 2017
    • Hcmp 3g expert professional

      Human change management institute
      May 2018
    • Yellow belt

      Technical university munich
      Jun 2018
    • Hcmbok 3g practitioner

      Human change management institute
      May 2018
    • Sae brasil - affiliation certificate

      Sae brasil
      Jan 2011
    • Certified project manager associate ipma level d

      Ipma brasil
      Mar 2016
    • Toefl - test of english as a foreign language

      The toefl® test
      Dec 2006