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Thiago Bueno

Thiago Bueno

Intern

Followers of Thiago Bueno778 followers
location of Thiago BuenoSão Paulo, São Paulo, Brazil

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  • Timeline

  • About me

    Software Developer | PhD

  • Education

    • Universidade de São Paulo

      2015 - 2021
      Doctor of Philosophy - PhD Computer Science

      Planning in Stochastic Computation Graphs: Solving Stochastic Nonlinear Problems with BackpropagationDevelopment of an automated AI planning framework based on differentiable planning. Proposed approaches to extend planning through back-propagation to stochastic nonlinear domains via deep reactive policies trained with backpropagation-through-time and online replanning based on information relaxation bounds.

    • Universidade de São Paulo

      2003 - 2009
      Engineer Electrical / Electronics Engineering

    • University of Toronto

      2018 - 2019
      International Visiting Graduate Student (IVGS) Deep Reinforcement Learning

      Activities and Societies: Visiting researcher at the Data-Driven Decision Making (D3M) lab under supervision of Prof. Scott Sanner.

    • Ecole Centrale Nantes

      2005 - 2007
      Double Degree Engineering

      Received the EGIDE Eiffel Excellence Scholarship granted by the French Government.Graduated with honors (mention bien).

  • Experience

    • Schneider Electric

      Jul 2006 - Aug 2006
      Intern

      Contribute to the results of teams responsible for mounting and testing of medium-voltage cells in terms of quality of product and quality of service.

    • Turbomeca - SAFRAN Group

      Jun 2007 - Nov 2007
      Intern

      Project: Automating the functional tests verification of the helicopters turbine control embedded software • Requirements analysis of the testing, verification and validation processes of the embedded software;• Design, development and validation of the technical solution with real industrial cases;• Implementation in Java (J2SE) using Domain-Specific Language (DSL) and automated test oracles;• UML modeling and documentation.

    • Chemtech - A Siemens Company

      Jun 2008 - Sept 2010
      PMO / ISO 9001 Internal Quality Auditor

      • Control of IT and engineering projects (budget, milestones, Earned Value Management, risks and issues);• Defining and presenting project status reports to the senior management executives;• Responsible for planning and executing the project and quality management corporate training policy;• Requirements analysis and definition of the project management methodology based on the PMBoK;• Implementation and validation of the Portfolio Management System based on the Microsoft Project Server solution;• Design and implementation of the company’s Knowledge and Lessons Learned Management System based on a wiki platform and Microsoft Office SharePoint. Show less

    • Vivo / Telefónica

      Sept 2010 - Dec 2011
      Senior Business Analyst

      • Monitoring of business efficiency and quality of service through KPIs;• Development of dashboards, status reports and statistical analysis with focus on business opportunities;• Development of statistical predictive models for assessing clusters of unsatisfied customers;• Customer lifecycle analysis and preparation of project proposals for improving the customer experience;• Participation in forums with company strategic areas to ensure the customer-centric view.

    • Oi/Telemar

      Oct 2012 - May 2013
      Customer Experience Specialist

      • Monitoring the Customer Life-Cycle for identifying opportunities in customer retention for the company's Internet and Landlines Telephony service offerings; • Leading people, process, and technology improvement initiatives to optimize the Customer Support experience end-to-end;• Driving product/program quality improvements based on customer feedback and core customer service performance measurements.

    • Tapps Games

      Feb 2014 - Feb 2015
      Business Intelligence Developer

      • ETL system development based on Microsoft SQL Server Integration Services• Data integration and web crawling with Ruby language• Data analytics and development of dashboard for KPIs monitoring with QlikView

    • Loggi

      Jul 2021 - Oct 2022
      Software Engineer / Machine Learning Developer

      • Development of Django apps and REST APIs with data storage in PostgreSQL and MongoDB with deployment using CI/CD, Docker and kubernetes• Development of vehicle routing solutions with Machine Learning using TensorFlow / JAX and MLFlow• Integration of gRPC APIs with Google's OR-Tools optimization library and Open Source Routing Machine (OSRM)

    • Luizalabs

      Oct 2022 - May 2024
      Senior Software Engineer

      • Working to improve the personalized customer experience in one of the largest e-commerces in Brazil using real-time recommender systems, machine learning, and big data analytics

    • Amazon

      Jun 2024 - now
      Senior Software Development Engineer

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Thiago Bueno
      Scholarship from FAPESP for a PhD in Computer Science at University of São Paulo FAPESP (Fundação de Amparo à Pesquisa do Estado de São Paulo) Mar 2017
    • Awarded to Thiago Bueno
      Scholarship from CNPq for a PhD in Computer Science at University of São Paulo CNPq (Conselho Nacional de Desenvolvimento Científico e Tecnológico) Mar 2015
    • Awarded to Thiago Bueno
      Eiffel Scholarship from EGIDE for undergraduate studies at Ecole Centrale Nantes, France EGIDE Jul 2005