Felipe Teodoro 🏳️‍🌈

Director of Data Science and Data Engineering at Cartesius Capital
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Contact Information
Location
Santo André, São Paulo, Brazil, BR
Languages
  • English Professional working proficiency
  • Portuguese Native or bilingual proficiency

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Edielton Dantas

Felipe is bright, talented and assertive. If you want someone who thinks out of the box and who reads people like a CIA agent, then you need someone like Felipe. I had a really great time with him when we worked together and Felipe became a close friend of mine. He`s professional and passionate about technology.

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Experience

    • Brazil
    • Financial Services
    • 1 - 100 Employee
    • Director of Data Science and Data Engineering
      • Apr 2023 - Present

      I'm responsible for leading the team responsible for developing and maintaining the company's data science and data engineering infrastructure. This includes designing, building, and optimizing data pipelines, developing and deploying machine learning models, and providing data insights to the business. Main Responsibilities: - Lead the team responsible for developing and maintaining the company's data science and data engineering infrastructure. - Design, build, and optimize data pipelines. - Develop and deploy machine learning models. - Provide data insights to the business. - Work with product managers and engineers to understand and implement data-driven solutions. - Stay up-to-date on the latest data science and data engineering trends. - Mentor and develop junior data scientists and data engineers. Show less

    • Brazil
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Advisor
      • Apr 2023 - Present

    • Head of Data Science
      • May 2022 - Jul 2023

      Lead of the AI projects at the Kogui. Leading a multidisciplinary team such as RPA developers, back-end developers, Data Scientists and Data Engineers.

    • Brazil
    • Higher Education
    • 700 & Above Employee
    • Professor at the MBA in Artificial Intelligence and Machine Learning
      • Apr 2018 - Present
    • Head of Data Science
      • Apr 2020 - May 2022

      Lead of the AI projects at the BuiltCode. Leading a multidisciplinary team such RPA developers, back-end developers, Data Scientists and Data Engineers. Main Responsabilities: • Manage AI projects, risc and quality of all AI developments as well agile coach of the team. • Design and implementation of all AI features of the products using Machine Learning, such as classification, regression, clustering, text mining, NLP, time series forcasting and computer vision using machine learning frameworks such as TensorFlow, SkLean and OpenCV. • Design and implementation of the integration between tradicional Software Solutions (lagacy SW and new developments) and AI solutions using APIs, Queues, WebHooks, Stream Analytics (Kafka) and Microservices. • Design and implementation solutions that need a Big Data ecosystem using plataforms like Hadoop, Hive, Hbase, Spark, InFlux (for time series), ElasticSearch and DataBrics (over Microsoft Azure). • MLOps, Deployment and Monitoring trained machine learning models using technologies such as MLFlow, Apache AirFlow, Docker, TensorFlow Serving and Cloud enviroments such as Microsoft Azure and AWS Sage Maker. Show less

    • Canada
    • Chemical Manufacturing
    • 1 - 100 Employee
    • Head of Data Science
      • Jul 2018 - Apr 2020

      Lead of the projects related to AI and non AI of the main products of the company e services. Leading a multidisciplinary team such RPA developers, back-end developers, Data Scientists and Data Engineers. Main Responsabilities: • Design and implementation of all AI features of the products using Machine Learning, such as classification, regression, clustering, text mining, NLP, time series forcasting and computer vision using machine learning frameworks such as TensorFlow, SkLean and OpenCV. • MLOps, Deployment and Monitoring trained machine learning model using technologies such as MLFlow, Apache AirFlow, Docker, TensorFlow Serving and Cloud enviroment such as Microsoft Azure and AWS Sage Maker. • Manage AI projects, risc and quality of all AI developments as well agile coach of the team. Show less

    • Brazil
    • 1 - 100 Employee
    • IT Manager of Corporate Systems, Quality and Governance
      • Dec 2017 - Apr 2018

      • Reporting to the Head of IT and managing the developement, quality and Governace IT team across the country, I was responsible to introduce technology and innovations transforming the IT division in a business enabler area that is also responsible for cost savings, operational efficiency and enhance customer experience..• Design, development and implementation of the business models and technological trends to the parking market.• Design, development and implementation of the new technologies such AI implementation and Deployment for all Business Units.• Design, development and implementation of the technologies related to geolocation, routing and • Responsible for maintenance, support, development, infrastructure, PMO and information security.• Backoffice systems' efficiency and cost reduction analysis, ensuring stability, responsiveness and high availability, IT security and innovation with annual cost savings.\MAIN PROJECTS:• Design and Implementation of the Cognitive BI Plataform, with more than 1200 models trained for predctions such as revenues and riscs (statistical models based on neural networks).• Design and creation of the e-Commerce platform together with company´s CEO to transform the IT division in a parking business generator area and not only a regular support SG&A division. This includes the development of the parking payment and virtual wallet features built on the web portal and App, compliance with SOX and PCI regulations;• Managed the Automated Parking Facility development (1st in Brazil);• Protheus 11 ERP implementation stabilization;• Development of a payment gateway for online transactions;• Development of a new fiscal tool to accommodate the biggest service invoice volume of the country 150k invoices per day;• Creation of a new POS (Point of Sale) and PMS (Parking Management System) concept developing a proprietary platform to enhance customer experience and improve the parking management and the backoffice processes; Show less

    • IT Manager - Architecture and Development
      • Jul 2014 - Apr 2018

    • Enterprise Architect
      • Aug 2013 - Jun 2014

    • Software Development
    • 700 & Above Employee
    • Senior Software Engineer
      • Mar 2013 - Jul 2013

      I worked in the management of two company projects, one of which is currently a leading system in the Brazilian market in the area of topography, managing the resources, communication and coaching necessary for the development of the team. Responsible for giving visibility to the progress of projects, as well as defining the scope, wbs and project schedule together with the business area. Also acting as software architect for products such as Bentley Waters using genetic algorithms and particle optimization, point cloud projection (Point Cloud), point cloud clustering (mainly with DSCBAN) and 3D mesh generation. Show less

    • Technical Team Lead
      • Jul 2012 - Mar 2013
    • Brazil
    • Technology, Information and Internet
    • 500 - 600 Employee
    • Software Development Team Lead
      • Mar 2010 - Jun 2012

      I worked on the development of the system for the control and management of products for the Wal-Mart retail chain and Sam's Club, which in turn is the largest system development project existing today at Wal-Mart, is a national integration project that includes developing and customize functionality from three other legacy systems. My work was mainly present in the architecture of the solution and directing the activities of the team's developers. Also responsible for store clustering systems, item assortment using constructivist heuristics and genetic algorithms. Show less

    • Senior Developer
      • Mar 2007 - Jan 2009

      Participation in the development of systems for evaluation and printed material for public bodies such as Detran and development of biometric systems; Acting as a Programmer on the Microsoft platform with Visual Studio 2005 and 2008. In the same architecture and language model as the previous ones, I developed a Training Control System in order to meet all the requirements of ISO9000 with regard to training employees in roles of their responsibilities. Participation in the development of systems for evaluation and printed material for public bodies such as Detran and development of biometric systems; Acting as a Programmer on the Microsoft platform with Visual Studio 2005 and 2008. In the same architecture and language model as the previous ones, I developed a Training Control System in order to meet all the requirements of ISO9000 with regard to training employees in roles of their responsibilities.

Education

  • Universidade de São Paulo
    Doctor of Philosophy - PhD, Inteligência Artificial
    2023 - 2027
  • Universidade de São Paulo
    Master's degree, Artificial Intelligence
    2013 - 2016
  • FIAP
    Master of Business Administration (MBA), Computer Software Engineering
    2011 - 2012
  • Instituto Tecnológico de Aeronáutica - ITA
    Science Computer
    2009 - 2012
  • Faculdade de Tecnologia Termomecanica
    Bachelor's degree, Information Technology
    2006 - 2008

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