Gustavo Pereira

Gustavo Pereira Email and Phone Number

Head de Gestão de Riscos @ Nuclep
Rio de Janeiro, Brazil
Gustavo Pereira's Location
Rio de Janeiro, Rio de Janeiro, Brazil, Brazil
About Gustavo Pereira

EXECUTIVE EXPERTISERISK MANAGEMENTI lead the development and execution of comprehensive risk frameworks. My strategic approach integrates advanced analytics to forecast and mitigate risks across various domains. I work closely with stakeholders to enhance risk awareness and leverage data for proactive decision-making.FINANCEI deliver insights that support long-term financial stability and growth. My understanding of Market, Credit, Liquidity, and Operational risks allows me to align financial strategies with organizational goals, enhancing the overall risk-return profile.BUSINESS INTELLIGENCEI convert complex datasets into actionable insights, guiding decision-makers to track key performance indicators and achieve greater operational transparency. By implementing dashboards with Power BI/Tableau, I ensure efficient monitoring of 900+ risks and 450+ action plans every quarter. This approach enables data-driven decisions across departments, strengthening overall business resilience and enhancing cross-functional collaboration.TECHNICAL EXPERTISESTATISTICSExperienced in both descriptive and predictive statistics, I employ statistical techniques to uncover insights from data and predict future outcomes. I utilize descriptive statistics to summarize and interpret large datasets, providing a clear understanding of underlying patterns and trends. In predictive statistics, I apply methods like hypothesis testing, regression analysis, and time series forecasting to create accurate, data-driven projections that support proactive decision-making and strategy formulation.DATA SCIENCEMy expertise spans both relational and NoSQL databases, including MySQL, MongoDB, Cassandra, and Neo4j, allowing me to manage a variety of structured and unstructured datasets.FINANCEOn the technical side, I apply sophisticated quantitative methods, including Markowitz optimization and Black-Scholes modeling to enhance portfolio risk-return profiles. I use data science techniques, from machine learning algorithms to Monte Carlo simulations, to predict financial trends, fair price, and support tactical asset allocations.MACHINE LEARNING & ARTIFICIAL INTELLIGENCEI develop machine learning solutions that streamline workflows, enhance predictive accuracy, and drive data-driven decision-making. Using Airflow, NiFi, Python, Spark, and key libraries like scikit-learn, TensorFlow, and Keras, I implement a range of models including linear and logistic regression, classification algorithms, recommendation systems, and NLP tailored to optimize business processes.

Gustavo Pereira's Current Company Details
Nuclep

Nuclep

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Head de Gestão de Riscos
Rio de Janeiro, Brazil
Website:
nuclep.gov.br
Employees:
338
Gustavo Pereira Work Experience Details
  • Nuclep
    Head De Gestão De Riscos
    Nuclep
    Rio De Janeiro, Brazil
  • Nuclep
    Head Of Risk Management
    Nuclep Nov 2018 - Present
    Rio De Janeiro Area, Brazil
    • 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.
  • Nuclep
    Business Intelligence Specialist
    Nuclep Mar 2016 - Nov 2018
    Rio De Janeiro E Região, Brasil
    • 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.
  • Nuclep
    Mechanical Engineer
    Nuclep Dec 2014 - Mar 2016
    Rio De Janeiro E Região, Brasil
    • 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.
  • Federal University Of Rio De Janeiro
    Scientific Researcher
    Federal University Of Rio De Janeiro Aug 2014 - Present
    Rio De Janeiro, Brazil
    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.
  • Feuc
    Mba Professor
    Feuc May 2018 - Nov 2018
    Rio De Janeiro, Rio De Janeiro, Brazil
    • 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.
  • Consórcio Cederj
    Physics Teacher
    Consórcio Cederj Jan 2012 - Aug 2012
    Rio De Janeiro E Região, Brasil
    - Physics professor at a social preparatory course for university admission.
  • Consórcio Cederj
    Physics Teacher
    Consórcio Cederj Jan 2011 - Dec 2011
    Rio De Janeiro E Região, Brasil
    - Physics professor at a social preparatory course for university admission.
  • Consórcio Cederj
    Physics Teacher
    Consórcio Cederj Jan 2009 - Dec 2009
    Rio De Janeiro E Região, Brasil
    - Physics professor at a social preparatory course for university admission.

Gustavo Pereira Education Details

Frequently Asked Questions about Gustavo Pereira

What company does Gustavo Pereira work for?

Gustavo Pereira works for Nuclep

What is Gustavo Pereira's role at the current company?

Gustavo Pereira's current role is Head de Gestão de Riscos.

What schools did Gustavo Pereira attend?

Gustavo Pereira attended Federal University Of Rio De Janeiro, Fiap, Federal University Of Rio De Janeiro, Université De Bordeaux, Federal University Of Rio De Janeiro, Federal University Of Rio De Janeiro, University Of Central Florida.

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