Simulations, computer games and machine learning using physics, math, programming

MsC in Engineering with top marks and research assistant of Econometrics for Italian top University. Business Expert in Risk Management. Academic Research in Quantitative Finance and Algorithmic Trading. Common discipline covered: Econometrics (with applications in R, Stata, SPSS, Eviews, Gretl), Statistics, Financial Mathematics, Quantitative Support for Master Degree Thesis (from Regressions to all statistical applications), Risk Management, Mathematics, Computer Science I help with assignments, exams, presentations, advanced research, dissertations, big programming projects and general skill enhancement. Proficient in all major statistical packages: R, SPSS, Stata, Matlab, EViews, Gretl Technical Skills (application and often implementation from scratch): 1) Econometrics: Multivariate Regression, Discrete variable models (i.e. Logit), Time series models (i.e. AR/MA, ARCH/GARCH), Vector AutoRegressive model (VAR), Cointegration (Engle-Granger, VECM), Long-memory process (Fractional Integration), Regime switching models (Hamilton Filter), Kalman Filter, Unobserved Components ARIMA model, Beveridge-Nelson decomposition (Hansen's approach), Copula methods, Metropolis-Hastings algorithm, Black-Litterman model (Meucci's approach), Hierarchical Risk Parity 2) Quantitative Trading (Mid-High Frequency Trading): Stat Arb & Pairs Trading models, Order Imbalance & Order Replenishment effects on intraday returns, Optimal Setup of Entry-Exit Trading Triggers for Quant Trading Strategies, Stat Arb Bertram Model, Data sampling rules for non equally-spaced data (time vs. volume clock for high freq data), Bid-Ask Bounce Bias & Sahalia Method for Microstructure Noise Estimation & Test, Hayashi-Yoshida Lead-Lag Index, D'Aspremont Method for Mean Rev Portfolios, Market Fragmentation in Financial Markets, High-Low prices & Pivot Points trading rule, Trend Following Strategy, Avellaneda-Stoikov Model for Optimal Trading Execution 3) Risk Management: P&L production & analysis for energy trading, VaR & Profit at Risk for energy trading, Merton approach for Credit VaR with/without credit rating migrations, EVT & Copula-based VaR, Stress Test models, Structured Credit Models for Regulatory Risk-Transfer, Additional Value Adjustments for Balance Sheet, Risk Aggregation, Model Risk, Interpolation Methods for multi-year PD Term Structure, Methods for Semidefinite-Positive Corr Matrix Adjustment 4) Financial Mathematics: Longstaff-Schwartz, HJM model (Glasserman's scheme), Greeks with Finite Difference Method, CPPI Products & Cushion Multiplier Setup 5) Machine Learning: Support Vector Machine, Decision Tree, Principal Component Analysis & Regression, XGBoost, Random Forest

I have professional experience in C and Python language. Due to my scientific background (bachelor in mathematics and maters degree in quantum physics), I have a rigorous and logical approach of programming. I have also taught java language.

Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning. This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied. As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others. I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly. Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.

Master Python with Personalized Courses Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels. Why Choose My Courses? Personalized Teaching Approach: Each course is tailored to your skill level and individual goals. Practical Experience: Learn by doing with real-world projects that build your understanding and skills. Ongoing Support: Get unlimited email support for any questions you have between sessions. As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey. Book Your First Lesson: Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.

Are you ready to create interactive, visually appealing websites that stand out in today’s competitive market? In this course, you’ll master the essential front-end development skills: ✅ HTML, CSS, and JavaScript – Build responsive and modern web pages ✅ React & Vue.js – Learn cutting-edge frameworks for dynamic UIs ✅ Real-World Projects – Work on hands-on projects to strengthen your skills ✅ Problem-Solving & Creativity – Develop intuitive, user-friendly interfaces 🔹 Who is this course for? - Beginners who want to break into web development - Developers struggling with front-end concepts - Anyone looking to level up their skills and build real projects 🚀 Stuck on a project? Want to learn high-income tech skills? This course will help you gain confidence, land opportunities, and grow in the tech industry. 📩 Contact me for more details and start your front-end journey today!

This course is designed to equip you with the essential Python skills needed to excel in data science. You will learn how to work with industry-standard libraries such as NumPy, pandas, and Matplotlib to analyze, clean, and visualize data effectively. Through hands-on projects and real-world examples, you’ll gain the ability to transform raw data into meaningful insights and compelling stories. By the end of the program, you’ll not only master the fundamentals of Python for data science but also develop practical skills that are highly valued in today’s data-driven world.

This course is for anyone who wants to learn to program in Python, whether you are a student, a professional, or simply curious. Python is one of the most widely used languages today, thanks to its simplicity and power. You'll learn how to write your first programs, manipulate data, automate tasks, and understand the essential foundations of modern programming. The objective is to make you independent in developing your own projects (scripts, small software, data analysis, etc.) and acquire a skill sought after in the academic and professional world.

Do you want to discover programming or consolidate your basics? I offer personalized courses in web development and programming, adapted to all levels. You will be able to learn to: Understanding the basics of computer logic Write readable and structured code Create your first web pages in HTML/CSS Manipulate languages like JavaScript or Ruby Solve problems and think “like a developer” I adapt to your level, your needs (beginner, refresher, personal project, retraining), and your pace. The goal: to progress efficiently and confidently, in a supportive environment.

Don't settle for anything less than excellence. I am an Aerospace Engineer with a Master's degree in Quantum Physics and have completed Ph.D. work at the University of Cambridge in Computational Physics. Additionally, I have 4 years of experience developing MATLAB and possess deep programming skills in MATLAB/Simulink family, C/C++, Fortran, and Python. With over 12 years of tutoring experience, I have successfully guided more than 50 students worldwide to achieve distinction in various fields. Consistent results are my priority, and I strive for excellence in all aspects of my teaching. My lessons are customized to meet each student's unique needs and are designed to be engaging and insightful. Whether you are at a school level or require advanced or professional-level instruction, I offer support in the following areas: - Preparation for IB/IA, A-Levels, GCSE, University Entry, or equivalent. - Experience in preparing students to access world-class schools and universities, including Cambridge University, Oxford, Ivy League and other top institutions in the UK and US. - University levels (undergraduate and postgraduate). - High school studies and diploma programs. - Assistance with specific projects at a professional level, including job interview preparation. - Extensive experience working with children. Every lesson is meticulously planned in advance to ensure that it aligns with your goals and targets areas for improvement. I prioritize a dynamic and interactive learning experience, with one-on-one sessions tailored to your individual requirements. Lessons will be conducted via webcam, enabling you to connect from anywhere. I have a highly flexible schedule and can adapt to accommodate your needs. If you have any questions about my teaching method, availability, or pricing, please don't hesitate to reach out. I am here to assist you and provide the support you need.

In this course, you will learn how to efficiently package, containerize, and deploy Python applications and microservices using Docker. The course covers fundamental Docker concepts, best practices for structuring Python projects, and strategies for building scalable and portable applications. Through hands-on projects, you will gain practical experience in creating Docker images, managing containers, and orchestrating microservices, enabling seamless deployment across different environments. Contact me if you want to have more information about the course!

Java is one of the most important of all computer programming languages. But learning Java can seem like a daunting task. Not any longer! In this course I will train you well in Java Programming step-by-step. Starting from basis right through the more advanced topics. No prior knowledge is required. Course outlines: - Objected Oriented Programming concepts (OOPS) - Core Java Programming Introduction of Java - Data types and Variables - Methods - Control Flow Statements - Operators and Expressions - While and do-while Loops - Object-oriented Programming - Objects and classes - Using Java Objects - Java Files and I/O - Interfaces and Abstract Classes - Inner Classes

Do you want to learn computer science, programming or deepen your knowledge in information technology? I offer courses adapted to all levels, from beginner to advanced. 👉 Introduction to Computer Science and Operating Systems 👉 Introduction and improvement in object programming (solid experience in the Java language) 👉 Web development and databases (HTML, CSS, Javascript, SQL) 👉 Cybersecurity and information systems management 👉 Support for your projects and help with homework Personalized courses, interactive teaching and guaranteed progress! Available online or in person. Contact me to discuss your goals and start your learning.

This course is intended for students, engineers, novice researchers or computational neuroscience enthusiasts wishing to discover the world of Brain-Machine Interfaces (BCI) through the use of EEG motor imagery signals. Thanks to my doctoral work in Electrical Engineering, I offer structured and practical support to understand the fundamentals of EEG signal acquisition and processing, time-frequency analysis techniques, classification algorithms (SVM, LDA, CNN), as well as the implementation of a simple ICM. This course combines theory, coded tutorials (Python/Matlab), and concrete examples based on public EEG databases.

We use Minecraft Education, Scratch, and virtual robots to build, program, and have fun, in English, French, or Spanish. In this class, children will learn the fundamentals of programming and computer science in a fun and engaging way, and discover how soft and hard skills can be used in their personal and professional lives. Through interactive lessons and hands-on projects, children will explore the world of code and create their own digital creations. Throughout the course: They will learn the basic concepts and terms of programming They will experiment with different programming languages and platforms They will create simple programs and applications using code They will collaborate with their classmates and share their creations. They will develop problem-solving skills, logical thinking, and other valuable skills that will be useful in any field. By the end of the class, you'll have the knowledge and confidence to continue exploring the exciting world of programming and computer science, and you'll understand how code can be a powerful tool for achieving success in any field. You'll be able to choose any future career you want or even start your own company. Contact me

Do you want to create your own website, understand how the code works, or master WordPress to become self-sufficient? I offer personalized online courses to help you learn step by step, with clarity and pedagogy. 👩‍🏫 What I propose: * Introduction and improvement in HTML & CSS * Using the Terminal (basic commands, Git, working environment) * Creation of sites with WordPress (installation, themes, extensions, pages, basic SEO) * Support for your personal or professional projects * Advice on best practices and organization of your code 🎯 For whom? * Complete beginners * Freelancers, coaches, content creators * Students or people in digital retraining * Anyone curious to learn how to create a website 💡 Method: Interactive video lessons (Zoom/Meet), screen sharing, practical exercises, and flashcards. You progress at your own pace, with real support and simple explanations. ⏰ Flexible hours – 1 hour, 1.5 hour or 2 hour sessions 💶 Available packages 🌍 100% Online Courses – Wherever You Are! See you soon. Sandrine.