Who is André Novaes? Overview
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André Novaes is listed as Founder at educAI, based in Rio De Janeiro, Brazil. AeroLeads shows a matched LinkedIn profile for André Novaes.
André Novaes previously worked as Artificial Intelligence Researcher at Holistic Ai and Scientific Researcher in Optimization at Frog Puc-Rio. André Novaes holds Doctor Of Philosophy - Phd, Operations Research from Pontifícia Universidade Católica Do Rio De Janeiro.
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educAI
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Profile bio
About André Novaes
Specialist in Artificial Intelligence, Machine Learning and Deep Learning with solid experience in solutions for time series, forecasting, data science.PhD candidate in Artificial Intelligence / Data Science (DI/PUC-Rio, to be completed in 2024);Master in Artificial Intelligence / Decision Support Methods (DEE/PUC-Rio, 2015);Industrial Engineer / Finance Extension (DEI/PUC-Rio, 2010);Specialist in Finance (COPPEAD/UFRJ, 2008).
Listed skills include Bloomberg Terminal, Vba, C, Mercado De Capitais, and 6 others.
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André Novaes's current company
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Educai
Website
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15 roles
André Novaes work experience
A career timeline built from the work history available for this profile.
Artificial Intelligence Researcher
Mainly involved in dataset drift (concept drift and covariate drift) research.
Scientific Researcher In Optimization
Mainly involved in optimization and data science.
Data Scientist
Data science and research activities conducted on automatic pressure transient analysis for the oil industry, specifically on buildup identification.
Dec 2021 - Nov 2023
Visiting Researcher
The Jožef Stefan Institute
Research on bio-inspired and evolutionary algorithms for multi-objective optimization under constraints.
Dec 2022 - Feb 2023
Scientific Researcher
Research conducted, on the project FIREPUMA, in multi-agent systems, outliers detection and consensus algorithms.
Jan 2022 - Jun 2022
Scientific Researcher
Research conducted, on the project INGESTALGAE, in deep machine learning models for cement finesse forecasting in industrial processes.
Oct 2021 - Dec 2021
Scientific Researcher
Research conducted, on the project CONNECTA-X, in deep machine learning, statistical, and hybrid models for time series forecasting; Transformers networks, LSTM, RNN, SARIMA; Applications in IoT, smart grids and meters.
Feb 2020 - Sep 2021
Scientific Researcher
Research and applications conducted in deep learning LSTM networks and its development in the context of digital payment systems, eCommerce and data science.
Aug 2019 - Jul 2020
Data Scientist & Consultant
I've developed: more efficient implementations of the Simplex algorithm for linear optimization applications; solutions in Natural Language Processing, including sentiment analysis, POS tagging, stemming & lemmatization, name entity recognition, latent semantic analysis. Datasets: medium (dozens and hundreds of MB) and semi-structured or unstructured. Technologies: Matlab, Python.
Dec 2018 - Jul 2019
Scientific Researcher
I've mainly developed performance engineering and data science. Datasets were medium (hundreds of MB) and structured. Technologies I've used: MATLAB, Python. Algorithms: Genetic Programming, Econometrics. Results: Improvements of 80% in average time-performance of GPLAB; Development of econometrics and evolutionary computation based algorithms for regression and classification tasks in data science and machine learning.
May 2017 - May 2018
Msc Assistant Researcher
- Thesis: “Econometric Genetic Programming: a New Approach for Regression and Classification Problems in Cross-Sectional Datasets”, with merit;- Scholarship: CNPq;- Publications:. "Econometric Genetic Programming Outperforms Traditional Econometric Algorithms for Regression Tasks", on GECCO-2017, Berlin;. "Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming", on EPIA-2017, Porto;- Unpublished research:. Modelling Trading Systems Using Hidden Markov Models (JUL 2013 - DEC 2013);. Using SVMs as Classifiers in Financial Markets (FEB 2013 - JUL 2013). Fuzzy Inference Systems for Determining Investment Portfolio Profile (JUL 2012 - DEC 2012)
Aug 2012 - Oct 2015
Investment Analyst / Asset Manager
I've developed portfolio construction, trading and backtesting; blobal markets research and analysis. Datasets were medium (hundreds of MB) and structured. Technologies I've used: Excel, VBA, Bloomberg. Algorithms: Descriptive Statistics, Technical Analysis.
Dec 2008 - May 2011
Intern
Development and maintenance of tools and excel worksheets of corporate control (sales sector).
Apr 2008 - Aug 2008
Intern
Development and maintenance of tools focused on internal process mapping and operations control.
May 2007 - Apr 2008
4 education records
André Novaes education
Doctor Of Philosophy - Phd, Operations Research
Master'S Degree, Operations Research
Bacharel, Engenharia De Produção, Finanças
Specialization In Finance, Financial Markets And Corporate Finance
FAQ
Frequently asked questions about André Novaes
Quick answers generated from the profile data available on this page.
What company does André Novaes work for?
André Novaes works for educAI.
What is André Novaes's role at educAI?
André Novaes is listed as Founder at educAI.
Where is André Novaes based?
André Novaes is based in Rio De Janeiro, Brazil while working with educAI.
What companies has André Novaes worked for?
André Novaes has worked for Educai, Holistic Ai, Frog Puc-Rio, Exacta Puc-Rio, and The Jožef Stefan Institute.
How can I contact André Novaes?
You can use AeroLeads to view verified contact signals for André Novaes at educAI, including work email, phone, and LinkedIn data when available.
What schools did André Novaes attend?
André Novaes holds Doctor Of Philosophy - Phd, Operations Research from Pontifícia Universidade Católica Do Rio De Janeiro.
What skills is André Novaes known for?
André Novaes is listed with skills including Bloomberg Terminal, Vba, C, Mercado De Capitais, Statistics, Python, Spark, and Hadoop.
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