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Danilo Fernandes

Danilo Fernandes

Quantitative research intern

Followers of Danilo Fernandes1000 followers
location of Danilo FernandesParis, Île-de-France, France

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  • Timeline

  • About me

    Quant researcher

  • Education

    • École Polytechnique

      2020 - 2024
      Master's degree Data Science

      Activities and Societies: president of Brazilian students association. • Ingénieur Polytechnicien program.• Coursework includes: Complex Analysis & Differential Calculus, Functional Analysis, Probability & Statistics, Markov Chains & Martingales, Optimization & Control, Stochastic Calculus, Risk Management, Statistical Modelling, Monte Carlo Methods & Generative Modelling, Machine & Deep Learning, Natural Language Processing, Reinforcement Learning, Online Learning, Generalization Properties of ML Algorithms, Causal Inference, Logic & Turing Machines, Data… Show more • Ingénieur Polytechnicien program.• Coursework includes: Complex Analysis & Differential Calculus, Functional Analysis, Probability & Statistics, Markov Chains & Martingales, Optimization & Control, Stochastic Calculus, Risk Management, Statistical Modelling, Monte Carlo Methods & Generative Modelling, Machine & Deep Learning, Natural Language Processing, Reinforcement Learning, Online Learning, Generalization Properties of ML Algorithms, Causal Inference, Logic & Turing Machines, Data Science in C++, Object Oriented Programming, Quantum Mechanics, Relativity & Variational Mechanics, Cognitive Sciences. Show less

    • Instituto Tecnológico de Aeronáutica - ITA

      2018 - 2020
      Bachelor Computer engineering

      Activities and Societies: campus LAN management, competitive programming, game development, high school mathematics teacher. • Brazil’s most competitive Engineering Degree (2018 acceptance rate: 0.98%). Ranked 4th place out of over 10.000 candidates in the entrance exam.• Coursework includes: Introduction to C/C++, Algorithms and Data Structures, Statistics in R, Computational Mathematics, Calculus, Partial Differential Equations, Linear Algebra, Mechanics, Electromagnetism, Thermodynamics, Introduction to Quantum Mechanics.

  • Experience

    • Giant Steps Capital

      Jun 2020 - Sept 2020
      Quantitative research intern

      Research on trading strategies and pricing models for derivatives.

    • Huawei Paris Research Center

      Jun 2022 - Aug 2022
      R&D intern

      Research and development on deep learning models for interference estimation in WLANs, outperforming previous methods in synthetic and empirical scenarios.Paper published at GNNet ’22: Danilo Marinho Fernandes, Jonatan Krolikowski, Zied Ben Houidi, Fuxing Chen and Dario Rossi. 2022. Real-time channel management in WLANs: Cross-network transferable neural models for WLAN interference estimation.

    • Squarepoint

      Apr 2023 - now

      • Quantitative Researcher

        Sept 2023 - now

      • Quantitative Research Intern

        Apr 2023 - Aug 2023

  • Licenses & Certifications

    • TOEFL iBT: 109/120

      ETS
      Nov 2022

  • Honors & Awards

    • Awarded to Danilo Fernandes
      International Mathematics Competition (IMC) 2020 - Second Prize - Jul 2020
    • Awarded to Danilo Fernandes
      Eiffel Excellence Scholarship Campus France Apr 2020 French government excellence scholarship for international students.
    • Awarded to Danilo Fernandes
      Olimpíadas Científicas - Universitárias:Olimpíada Brasileira de Matemática Universtária (OBMU): Menção honrosa em 2018 e 2019Olimpíada Brasileira de Informática (OBI): Menção honrosa em 2018Ensino Médio:Olimpíada Brasileira de Física (OBF): Ouro em 2016 e 2017Olimpíada Brasileira de Astronomia (OBA): Ouro em 2016 e 2017Olimpíada Brasileira de Matemática (OBM): Bronze em 2016; menção honrosa em 2017OBMEP: 2º lugar do Brasil em 2017Canguru de Matemática: Ouro em 2016 e… Show more Universitárias:Olimpíada Brasileira de Matemática Universtária (OBMU): Menção honrosa em 2018 e 2019Olimpíada Brasileira de Informática (OBI): Menção honrosa em 2018Ensino Médio:Olimpíada Brasileira de Física (OBF): Ouro em 2016 e 2017Olimpíada Brasileira de Astronomia (OBA): Ouro em 2016 e 2017Olimpíada Brasileira de Matemática (OBM): Bronze em 2016; menção honrosa em 2017OBMEP: 2º lugar do Brasil em 2017Canguru de Matemática: Ouro em 2016 e 2017Olimpíada Brasileira de Química (OBQ) : Bronze em 2016 e 2017Olimpíada de Química do Distrito Federal (OQDF) : Ouro em 2016 e 2017 Show less