TUTORING

Expert Tutoring

Achieve your professional goals with personalized one-on-one tutoring sessions in Math, Physics, Chemistry, Python, Machine Learning, and more.

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About Me

Credentials and Expertise

Education

PhD in Civil Engineering - University Duisburg Essen, Germany (2014-2017)
Specialist in Hydraulics, Hydrology, Hydroinformatics, Applied Machine Learning, Process Control
MSc in Chemical Engineering - Federal Rural University of Rio de Janeiro, Brazil (2011-2014)
Specialized in Process Control and Data-driven Modelling
BSc in Chemical Engineering - Federal Rural University of Rio de Janeiro, Brazil (2007-2012)

Expertise

Machine Learning & Deep Learning (TensorFlow, PyTorch, Scikit-learn)
Natural Language Processing & Time Series Forecasting
Hydrology & Hydroinformatics
Process Control & Optimization
Data Science & Statistical Analysis
Python Programming & Scientific Computing
Predictive Modeling & Grey-box Models
Model Predictive Control Systems
Oil & Gas Engineering Applications

Subjects I Teach

Comprehensive tutoring across multiple disciplines

Mathematics

From algebra to advanced calculus and beyond

Physics & Chemistry

Classical mechanics to quantum physics and chemical principles

AI & Machine Learning

Modern artificial intelligence and ML algorithms

Python Programming

From basics to advanced data science applications

Java Development

Object-oriented programming and enterprise applications

MATLAB

Scientific computing and numerical analysis

Portfolio

Projects, Publications, and Posts

Past Projects

Grey-box Models for Flood Forecasting and Control (PhD Research)

Developed advanced grey-box models combining data-driven machine learning with physics-based approaches for flow routing in hydro-reservoirs. Implemented for flood mitigation and energy production optimization using Model Predictive Control.

Pressure Control in Oil Well Reservoirs (Petrobras/UFRRJ)

Developed dynamic control techniques for pressure management during oil well drilling to prevent fluid loss in reservoirs. Created smart monitoring and decision-making systems for regulating annulus bottom hole pressure.

Hydrogen Sulfide Scavengers Research (Petrobras/UFRRJ)

Investigated chemical compounds (triazines) as H2S scavenging agents for oil well drilling operations, including synthesis, corrosion inhibition, and flow evaluation studies.

Multi-Step Flow Routing using Artificial Neural Networks

Designed and implemented neural network-based systems for operational forecasting and decision support in water resource management and flood control applications.

Data Science Consulting Projects

Delivered over 200 customized predictive models and optimization solutions for clients across engineering, finance, and environmental sectors in Brazil, Europe, and North America.

Publications

Object-oriented Modelling for Scientific Computing

Arcler Press, 2017 (Co-author: E.F. Avelino)

Hydroinformatics

Arcler Press, 2017 (Co-author: E.F. Avelino)

Introduction to Process Control

Arcler Press, 2017 (Co-author: E.F. Avelino)

Fundamentals of Machine Learning using Python

Arcler Press, 2019 (Co-author: E.F. Avelino)

Smart Monitoring and Decision Making for Regulating Annulus Bottom Hole Pressure While Drilling Oil Wells

Brazilian Journal of Chemical Engineering, 2016 (with Vega, M.P. et al.)

Multi-Step Flow Routing using Artificial Neural Network for Decision Support

Advances in Hydroinformatics, simHydro 2017, Sophia Antipolis

Gray-box Reservoir Routing for Operational Forecasting and Decision Support Systems

European Geosciences Union General Assembly 2017, Vienna

Recent Posts

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Pricing

Affordable, transparent rates

Hourly Rate

$30/hour
  • One-on-one sessions
  • Via Zoom
  • Flexible scheduling
  • All subjects covered
  • High School to PhD level
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Frequently Asked Questions

Everything you need to know

All sessions are conducted via Zoom. After booking, you'll receive a meeting link. We can share screens, use digital whiteboards, and collaborate in real-time just like in-person tutoring.

Please provide at least 24 hours notice for cancellations. Sessions cancelled with less notice will be charged at the full rate.

Currently, I offer a straightforward hourly rate. However, for long-term commitments or multiple sessions per week, please contact me to discuss potential arrangements.

You'll need a computer with a stable internet connection, Zoom installed, and any course materials or assignments you want to work on. For programming subjects, having the relevant software installed beforehand is helpful.

Absolutely! I provide targeted exam preparation for all subjects I teach, including review sessions, practice problems, and test-taking strategies.

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