Thiago Lopes Email & Phone Number

São José Dos Campos, São Paulo, Brasil

Dissertation: Comparative analysis between the NARMAX and E-TUNI methodology applied to predicting the flow of river basins.I studied the behavior of the Furnas and Camargos basins in Minas Gerais, developing a study applying Artificial Neural Networks in the NARMAX and E-TUNI configuration and comparing the techniques with each other.Main techniques: MLP.

Main Activities:- Creation of business rule-based pipelines for refined table construction;- Development of supervised and unsupervised Machine Learning models focused on real business problems;- Training of new data analysts in the squad;- Process optimization reducing operational costs;Deliverables:- Marketing Mix Modeling: Bayesian regression modeling.

Activities:- Advanced statistical modeling: exploratory data analysis, hypothesis testing, predictive and explanatory analyses;- Development of KPIs, dashboards and personalized alerts for the Growth area - Acquisition through BI platforms;- Structuring, monitoring and analyzing A/B tests;- Weekly time series modeling to monitor performance and detect.

I worked over the 2 years in various Data Expert training in the positions: Consultant/ Staff/ Facilitator/ MonitorConsultant: I taught live classes, prepared educational materials, knowledge tests and teaching projects so that students could develop in the area. I taught content involving the modules: descriptive and inferential statistics, data analysis.

São Paulo, Brasil

Activities:- Customized BI consultancy for companies in the following segments: financial, retail, medical and agricultural;- Development of scripts in Python and R languages ​​aimed at creating dashboards for employees of large retail companies;- Analysis of queries in relational banking systems;- Query customization using NLP from Looqbox;Highlighted.

Lorena, São Paulo

During the period, the following projects and activities were carried out:- Teaching Project: Support for the development of teaching resources for a new subject on machine learning at EEL.- Teaching Project: Teaching integral differential calculus II through problem-based learning.

São José Dos Campos, Brazil

This project investigates the transformation between coordinate systems applied to GPS positioning. We compare several existing methods and their accuracies in studying the relationship between Cartesian and geodetic coordinates, as well as direct and inverse transformations (obtaining geodetic coordinates from Cartesian coordinates).Main Activities.

Mestrado Em Engenharia, Computer Engineering

Dissertação: Análise comparativa entre a metodologia NARMAX e E-TUNI aplicadas na previsão de fluxo de vazão de bacias hidrográficas..

Mba Em Data Science E Analytics, Computer Engineering

Monografia: Comparação de modelos de classificação aplicado a compra e venda de ações do mercado financeiro Nota: - Análise de ponto a.

Bacharelado Em Engenharia, Engineering Physics

Monografia: Análise comparativa de modelos de machine learning na predição de câncer de pele Monitorias/ Extensões acadêmicas: - O ensino.

Médio - Técnico, Mecatrônica

Trabalho de conclusão: Desenvolvimento de um berço autônomo com balanço automático e monitoramento via aplicativo