Gustavo Pereira

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