Gustavo C.

Gustavo C. Email and Phone Number

Co-Founder, CTO and Head of ML and Data Science @ Sapiens Agro
Uberlândia, MG, BR
Gustavo C.'s Location
Uberlândia, Minas Gerais, Brazil, Brazil
Gustavo C.'s Contact Details

Gustavo C. personal email

About Gustavo C.

I am an entrepreneur and CTO at Sapiens.Agro, a company I co-founded where I lead the Machine Learning and Data Science teams. Our focus is on developing innovative solutions for the agricultural commodities and logistics markets, combining technology and market intelligence to help our clients make more strategic and assertive decisions.I hold a PhD in Digital Signal Processing, with a thesis focused on applying Artificial Intelligence to the financial market. My career is marked by a strong technical background and hands-on experience in developing Machine Learning models, identifying business needs, and creating strategic solutions, particularly in sectors like agribusiness, finance, and energy.VisionInnovation: creating disruptive solutions that connect cutting-edge technology to real market demands.Artificial Intelligence: leveraging data to drive strategic decisions focused on optimization and results.Sustainability: applying technology to agribusiness to foster more efficient and responsible practices.Technical Leadership: building skilled teams and leading projects that drive digital transformation.Global Expansion: connecting markets and expanding opportunities on the international stage, especially in the commodities sector.SpecializationsMachine Learning applied to finance and agribusinessTime series and genetic algorithmsReinforcement Learning and Natural Language Processing (NLP)Digital Signal Processing, along with projects in Telecommunications, Oil, and GasMy mission is to turn data into insights and insights into actions that create real business impact, always combining technology, strategy, and innovation.

Gustavo C.'s Current Company Details
Sapiens Agro

Sapiens Agro

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Co-Founder, CTO and Head of ML and Data Science
Uberlândia, MG, BR
Gustavo C. Work Experience Details
  • Sapiens Agro
    Co-Founder, Cto And Head Of Ml And Data Science
    Sapiens Agro
    Uberlândia, Mg, Br
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  • Sapiens Agro
    Co-Founder, Cto And Head Of Ml & Data Science
    Sapiens Agro Apr 2020 - Present
    Uberlândia, Minas Gerais, Brasil
    As Co-Founder and Head of Artificial Intelligence and Data Science:I lead a dynamic team of data analysts and scientists committed to innovation and excellence.Specialized in advanced time series modeling and development of Natural Language Processing (NLP) systems.We focus on deriving valuable insights to drive data-driven decision-making.
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  • Spia
    Co-Founder, Cto And Head Of Ml & Data Science
    Spia Oct 2023 - Present
    Uberlândia, Minas Gerais, Brazil
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  • Aveva
    Senior Data Scientist
    Aveva Oct 2022 - May 2024
    Experiência com software Diagrams da AVEVA, empregando a linguagem PML da AVEVA e Python com a biblioteca NetworkX para a geração de grafos 2D.Participação em projeto de visão computacional focado no reconhecimento de nuvens de pontos em plantas de óleo e gás.Assistência consultiva no emprego de técnicas de Inteligência Artificial e na supervisão de modelos e códigos, visando manter a qualidade e eficácia.Oferecimento de suporte às equipes, esclarecendo dúvidas sobre rotinas e auxiliando no mapeamento de causas raiz de desafios enfrentados.
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  • Banqi
    Senior Data Scientist | Tech Lead
    Banqi Jun 2021 - Jul 2022
    • Acting as technical leader, supervising models and codes developed by junior and senior scientists;• Support for junior and senior scientists to understand routines, as well as mapping the root causes of challenges faced by the areas served;• Weekly presentations with senior leadership and management in a consultative manner, seeking to bring insights;• Mapping the database and variables available from scratch (from scratch);• Conducting studies according to business needs, eg Black Friday, account balance, user profile characteristics, among others;• Focus on the marketing area, developing projects and extracting information to support leadership decision making;• Development of a product clustering model;• Development of internal credit models using market benchmarks such as classic bureau models (Boa Vista, Serasa, SPC);Main projects:Churn forecast - Development of the model from scratch in order to map customers who might not trade on the platform. It brought about an accuracy of 82%.User clustering:Classification of active users in different segments and profiles;Use of K-Means to develop the model;Development of subgroups related to the frequency of transactions, age group, payment methods (pix, booklet, physical and digital credit card);Such projects supported the marketing team to use the information collected and thus support the development of actions and projects.
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  • Trendprix
    Founder/Data Scientst
    Trendprix Jul 2020 - Jul 2022
    ● Consulting partner: I mentor young university students, guiding them in thedevelopment of machine learning algorithms for financial analysis.
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  • Hartb
    Data Scientist
    Hartb Mar 2021 - Jun 2021
    São Paulo, Brasil
    Development of projects with customers in machine learning demands; Realization of projects with the use of propensity algorithm for customer analysis; Realization of projects using prediction models and productivity recommendation in agribusiness
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  • Ufu - Universidade Federal De Uberlândia
    Consultant Engineer For Industry 4.0
    Ufu - Universidade Federal De Uberlândia Sep 2019 - Feb 2021
    Uberlândia, Minas Gerais, Brasil
    Development of projects for Industry 4.0 for BRF Uberlândia; Consultancy for the implementation of industry 4.0 technologies for one of the branches located in the city. Development of several projects using artificial intelligence with the mission of making the slaughterhouse more efficient and integrated in terms of data management.
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  • Bundesanstalt Für Materialforschung Und -Prüfung
    Internship
    Bundesanstalt Für Materialforschung Und -Prüfung Mar 2018 - May 2018
    Berlin, Germany
    Internship in the division of non-destructive tests using ultrasound.● I worked on developing ultrasonic testing techniques for fibre reinforced plastics(FRP), carrying out some very valuable measurements for analyzing the guidedwave propagation in FRP plates using a 3D Doppler Laser vibrometer anddeveloped signal processing algorithms.
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Gustavo C. Education Details

Frequently Asked Questions about Gustavo C.

What company does Gustavo C. work for?

Gustavo C. works for Sapiens Agro

What is Gustavo C.'s role at the current company?

Gustavo C.'s current role is Co-Founder, CTO and Head of ML and Data Science.

What is Gustavo C.'s email address?

Gustavo C.'s email address is gu****@****ail.com

What schools did Gustavo C. attend?

Gustavo C. attended Ufu - Universidade Federal De Uberlândia, Universidade Federal De Uberlândia - Ufu, Ufu - Universidade Federal De Uberlândia.

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