Fernando Henrique

Experience

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  UFMA - Universidade Federal do Maranhão

  Jan 2018 - Jan 2019

  Undergraduate Researcher - PETComputação

  • Facilitated study groups and mentored students in foundational computer science and math courses, improving academic performance and comprehension.• Developed and maintained software for UFMA and community projects, applying problem-solving skills and contributing to technological advancement.• Organized and coordinated academic events, such as EACOMP and PET Game Jam, ensuring smooth execution and engaging programs.• Collaborated with the PET team to define event agendas, incorporate workshops, talks, competitions, and discussions.• Conducted workshops, seminars, and discussions on various topics, targeting diverse audiences and promoting knowledge and critical thinking.• Published articles and initiated scientific research, gaining insights and practical experience in the academic domain. Show less

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  UFMA - Universidade Federal do Maranhão

  Aug 2019 - Aug 2020

  Undergraduate Researcher in Machine Learning - VIPLab

  • Developed computational methods to automatically plan strabismus surgery.• Applied regression algorithms based on the decision tree data structure.• Compared the performance of different categorical coding techniques.• Reduced the global average absolute error to a value below 0.7 mm, which is lower than previous state-of-the-art methods.• Published the results in a peer-reviewed journal.

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  Applied Computing Group - UFMA

  Mar 2020 - Dec 2021

  Backend Developer | Undergraduate Researcher in Data Science - NCA

  • Developed intelligent methods using XGBoost to predict court outcomes, streamlining lawyers' decision-making process.• Utilized client historical data and lawsuit information to build predictive models for litigation outcomes.• Designed a fully automated method for predicting litigation outcomes, enhancing prediction accuracy with Bayesian optimization for data selection, encoding, and sampling.• Developed a Q&A chatbot tailored for lawyers, aiding in decision-making during legal proceedings in the energy sector by integrating natural language processing and IBM Watson to provide prompt and relevant responses to lawyers' queries in legal cases.• Published the results in a peer-reviewed journal. Show less

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  SIS Innov & Tech

  Dec 2021 - Mar 2024

  Artificial Intelligence Analyst - Bradesco Seguros

  • Developed and led the implementation of a complex Intelligent Conversational Agent (BIA) using Node.js and IBM Watson Assistant, enabling seamless handling of complex queries and diverse scenarios.• Demonstrated expertise in Natural Language Processing (NLP) by designing intricate conversational flows within the BIA to ensure a smooth and intuitive user experience while maintaining accuracy in responses.• Played a pivotal role in training AI analyst personnel, imparting knowledge and guidance for efficient utilization of AI technologies.• Provided valuable consulting services regarding AI, advising on best practices, contributing to the overall success of the project.• Strategically planned and reviewed conversational flows for the chatbot, optimizing performance and aligning with evolving business requirements. Show less

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  SysMap Solutions

  Mar 2024 - Sept 2024

  AI Engineer | Data Scientist - Cogna Educação
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  PROCERGS

  Sept 2024 - now

  Computer Analyst | IT Project Manager