Mathematics, Statistics, Signal Processing & Scientific Computing

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Mathematics, Statistics, Signal Processing & Scientific Computing – University Level

From 46 £ /h

I offer personalized university-level support in Mathematics, Statistics, Signal Processing, Data Analysis, and Scientific Computing for undergraduate, Master's, and engineering students.

Lessons are adapted to the student's academic program, level, and objectives, whether the goal is to better understand theoretical concepts, solve exercises and problems, prepare for exams, analyze experimental data, or develop computational methods for scientific and engineering applications.

Depending on the student's curriculum and needs, lessons can cover:

¤ Mathematics — calculus, linear algebra, differential equations, complex numbers, numerical methods, Fourier analysis, and other mathematical tools used in physics and engineering

¤ Probability & Statistics — probability distributions, descriptive and inferential statistics, uncertainty, regression, statistical analysis, and interpretation of experimental data

¤ Signal Processing — time- and frequency-domain analysis, Fourier transforms, filtering, sampling, correlation, spectral analysis, noise analysis, and signal characterization

¤ Data Analysis — processing and visualization of scientific data, statistical interpretation, fitting, uncertainty analysis, and extraction of meaningful information from experimental measurements

¤ Scientific Computing — MATLAB and Python for numerical calculations, data processing, signal analysis, visualization, automation, and scientific applications

My approach focuses on understanding the mathematical reasoning behind the methods rather than simply applying formulas or code. I help students connect theory with practical applications, understand why a particular method is appropriate, and gradually develop the ability to solve problems independently.

I hold a PhD in Physics and have extensive experience using mathematics, statistics, signal processing, and scientific computing in experimental research. Throughout my doctoral work, I used MATLAB and Python for scientific data processing, filtering, correlation, noise and stability analysis, statistical characterization, and the analysis of optical measurements.

Lessons can be provided in English or French, with explanations in Arabic whenever helpful.

Extra information

Please send me your course material, syllabus, exercises, datasets, or specific topics you would like to work on before the lesson. For MATLAB or Python sessions, you can also send the relevant code or data so that I can prepare the lesson according to your objectives.

Location

Online from France

About Me

I hold a PhD in Physics and have an international academic background spanning Lebanon and France. I began my studies in Physics at the Lebanese University, Lebanon’s leading public university, before pursuing a Master’s degree in Applied and Engineering Physics, specializing in Photonics and Optics, at the University of Lorraine and the engineering school CentraleSupélec in Metz. I then completed my PhD at Université Côte d’Azur, within the Observatoire de la Côte d’Azur, through a research program co-funded by CNES, the French Space Agency.
My doctoral research focused on space optics, space geodesy, optical metrology, photonics, and laser communications, including the development and experimental validation of a 10 Gb/s free-space optical system over a 5 km atmospheric link.

Learning science is about much more than memorizing formulas, definitions, or finding the right answer to an exercise. It is a way of learning how to think: how to approach an unfamiliar problem, identify what really matters, question assumptions, connect different ideas, and construct a solution logically, step by step. My goal is not only to help students understand their courses and achieve better academic results, but also to sharpen their reasoning, stimulate their curiosity, build confidence in their own abilities, and become more independent learners and problem-solvers. These skills extend far beyond the classroom and can shape the way we analyze situations, make decisions, and approach challenges throughout life.

I offer personalized support in Physics and Mathematics, from secondary school to university level, as well as in Chemistry and Biology at secondary and high-school level. Each lesson is adapted to the student’s needs, objectives, pace, and way of learning, whether the goal is to strengthen fundamental concepts, overcome specific difficulties, prepare for an exam, or explore a subject in greater depth.
For university and engineering students, I also offer specialized support across a broad range of scientific fields:

¤ Advanced Physics — mechanics, quantum physics, thermodynamics, and materials science
¤ Optics & Photonics — lasers, electromagnetism, waves, spectroscopy, and optical metrology
¤ Astrophysics & Space Science
¤ Mathematics
¤ Statistics & Probability
¤ Data Analysis
¤ General Chemistry
¤ Signal Processing
¤ Scientific Computing — MATLAB and Python

Dedicated classes covering these different areas are available on my profile.
Lessons can be provided in English or French, with explanations in Arabic when helpful.

Education

PhD in Physics – Université Côte d’Azur, Observatoire de la Côte d’Azur / Geoazur, France (2025)
Research in Space Optics, Optical Metrology, Photonics and Laser Communications. Doctoral research program co-funded by CNES, the French Space Agency.

Master’s Degree in Applied and Engineering Physics – Photonics and Optics for Materials – University of Lorraine & CentraleSupélec, Metz, France (2021)

Bachelor’s Degree in Physics – Lebanese University, Lebanon

Experience / Qualifications

PhD physicist with teaching and research experience in Physics, Mathematics, Optics, Photonics, and experimental sciences.

University-level teaching experience in Physics during my PhD, including teaching at the French engineering preparatory program La Prépa des INP.

Extensive research experience in experimental physics, optical instrumentation, laser systems, optical communications, signal processing, data analysis, and scientific computing (MATLAB & Python).

My doctoral work included the development and experimental validation of a 10 Gb/s free-space optical communication and ranging system over a 5 km atmospheric link.

I provide academic support from school to university and engineering level, adapting lessons to each student’s curriculum, objectives, and learning pace. Lessons available in English and French, with explanations in Arabic when helpful.

Age

Adults (18-64 years old)

Seniors (65+ years old)

Student level

Beginner

Intermediate

Advanced

Duration

60 minutes

90 minutes

120 minutes

The class is taught in

French

English

Arabic

Skills

Math

Statistics

Computer programming

Availability of a typical week

(GMT -04:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Mathematics, Physics, Chemistry & Biology for High School Students – Personalized Academic Support

36 £ /h

I offer personalized academic support in Mathematics, Physics, Chemistry, and Biology for secondary and high-school students. Whether the goal is to strengthen fundamental concepts, overcome specific difficulties, improve problem-solving skills, prepare for tests and exams, or simply gain confidence in a subject, each lesson is adapted to the student's curriculum, level, objectives, and learning pace.

Learning science is about much more than memorizing formulas, definitions, and procedures. My approach focuses first on understanding: identifying what really matters, connecting different concepts, developing logical reasoning, and learning how to approach a problem step by step. The objective is not only to improve academic results, but also to help students become more confident, curious, and independent learners.

Depending on the student's level and curriculum, I can provide support in:

¤ Mathematics — algebra, equations and inequalities, functions, sequences, geometry, trigonometry, vectors, limits, derivatives, integrals, probability and statistics
¤ Physics — mechanics, motion and forces, energy, electricity, electromagnetism, waves, optics, thermodynamics, atomic and modern physics
¤ Chemistry — atomic structure, chemical bonding, reactions, stoichiometry, solutions and concentrations, acids and bases, oxidation-reduction, thermochemistry, kinetics and introductory organic chemistry
¤ Biology — cell biology, genetics and DNA, molecular biology, human physiology, reproduction, evolution, ecology and basic biochemistry

I hold a PhD in Physics and have a broad academic background in physics, mathematics, applied sciences, and experimental research. My scientific training allows me to connect concepts across different subjects and, whenever useful, relate what students learn in class to concrete examples, experiments, technology, and real scientific applications.

Lessons are adapted to the student's own school program and materials and can be provided in English or French, with explanations in Arabic whenever helpful.

Maths & Science Tutoring with Homework Support – Build Strong Foundations & Confidence

35 £ /h

I offer personalized support in Mathematics, Science, and schoolwork for students from 7 to 17 years old. The lessons are adapted to each student's age, school level, curriculum, learning pace, and individual needs.

The course can be used for regular academic support, homework assistance, strengthening fundamental concepts, overcoming specific difficulties, preparing for tests, or simply helping students become more confident and independent in their studies.

Depending on the student's age and school level, lessons can include:

¤ Mathematics — arithmetic, fractions, percentages, geometry, algebra, equations, functions, trigonometry, probability, statistics, and problem-solving
¤ Science — general science, matter and energy, basic physics and chemistry, biology, the human body, the environment, and other topics according to the student's school curriculum
¤ Homework & School Support — understanding lessons, completing exercises, reviewing difficult concepts, preparing for tests, and developing effective methods for approaching schoolwork

My teaching approach evolves with the student's age. For younger students, I focus on making mathematics and science intuitive and engaging through clear explanations, concrete examples, and curiosity. As students progress, I gradually introduce more structured reasoning, problem-solving methods, and independent thinking.

The objective is not simply to complete homework or memorize information, but to help students understand what they are learning, develop stronger reasoning skills, gain confidence, and gradually become more independent.

I hold a PhD in Physics and have a broad academic background in mathematics, physics, and experimental sciences. I adapt each lesson to the student's actual school program rather than following a fixed course.

Lessons can be provided in English or French, with explanations in Arabic whenever helpful.

Benoit

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I am a qualified and experienced mathematics tutor. Graduated from the Free University of Brussels in 2011, I started my career by teaching remedial courses in different schools in Brussels. I then specialized in individual academic support by following educational training at the Harvard Graduate School of Education. I have been giving private mathematics lessons daily for over ten years.

The students who follow my private lessons benefit from personalized support. The first session is devoted to an in-depth assessment of the student's mathematical knowledge. The objective is to detect its weak points and understand their origin in order to adapt my courses to its needs. I develop a tailor-made remediation program for each of my students aimed at filling each of their gaps. Over the course of the sessions, the student builds a solid foundation for learning and regains self-confidence. At the same time, I help him acquire a work methodology that allows him to gradually become autonomous in his studies.

I have a thorough knowledge of the mathematics curriculum for middle and high school (from 6th to 12th grade). I am also qualified to support students in preparing for international exams such as the SAT, the OMPT, and the International Baccalaureate (IB) in all its variations: Analysis and Approaches (AA SL/HL) and Applications and Interpretation (AI SL/HL).

Throughout my years of training, I studied and developed numerous techniques that facilitate learning mathematics. The strength of my teaching approach lies in my ability to explain, in simple terms, anything a student finds complicated. I am passionate about this profession because it offers me the opportunity to guide struggling students toward success. It is a true pleasure to see them progress and rediscover their connection with the fascinating world of mathematics.

I offer private tutoring in Paris (at the student's home) or remotely (online). My online lessons take place on an interactive whiteboard. This whiteboard is specifically designed to facilitate student/teacher interaction online. Thanks to this teaching tool, my online lessons are just as effective as in-person lessons. The student only needs an internet connection and a computer, tablet, or smartphone to participate.

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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.

Marie-Lucie

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I am a master student in quantitative economics and all of my courses are given in English. My goal is to help the student in solving the exercises and to understand the theory but above all to give an effective working method to make him independent in the pursuit of his studies.

Christopher

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I specialize in online physics and maths tutoring for A-Level and GCSE level students. I aim to give fun and engaging tutorial sessions, lifting problems out of the textbook and applying them to the world around us. My tutoring is flexible and I will adapt lessons to the needs of the student.

My background is in engineering and I am currently a PhD researcher in aerospace specializing in spacecraft propulsion and plasma physics. I have also been awarded a NASA Fellowship invitation.

Khalil

5.0

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If you’ve ever felt that science and math are difficult, it’s probably because no one showed you how to think like a problem solver.
In my classes, you’ll learn not just formulas or code but how to truly understand concepts, apply them, and build strong logical intuition.

I teach:
• 🔢 Mathematics: From algebra and calculus to applied problem-solving for real-world use.
• 💻 Computer Science: Coding fundamentals (Python, C++), algorithms, and logical thinking for beginners and intermediate learners.
• ⚛️ Physics: Mechanics, thermodynamics, and practical examples that make abstract ideas simple and visual.

As a Software Engineer and Master’s student in Engineering at Nagoya University, I bring both academic knowledge and hands-on experience from real projects. My teaching approach is interactive, visual, and deeply focused on understanding over memorization.

Let’s turn complex problems into clear, step-by-step insights — and make learning something you genuinely enjoy.

David

5.0

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I am a Math and Physics tutor with over 10 years of experience, backed by an MIT background and training from top technical schools. My lessons are unmatched, blending charisma, passion, and innovative teaching methods to create a magical learning experience. I focus on highly personalized, one-on-one sessions, understanding each student’s unique mindset to unlock their full potential.

Teaching is my true passion! I genuinely enjoy sharing my knowledge and skills with those in need. My friendly and supportive attitude allows me to establish a connection with every student right from the first lesson. So, if you're feeling demotivated and down, don't worry! I'm here to help you find the motivation you need for both academic and personal success.

If you have any questions, please feel free to contact me anytime here. I will respond to you as soon as possible!

Mohamed

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I am committed to supporting each student through an active and personalized teaching approach. Drawing on my academic background and teaching experience, I provide high-quality support to help students overcome difficulties and achieve academic success.

My teaching is based on seriousness, attentive listening, and a supportive approach, allowing students to strengthen their skills and gain confidence in scientific subjects.

I offer tutoring in:
✅ Mathematics
✅ Physics-Chemistry

My courses are designed for students from the French educational system, including:

From 6th grade to final year
Students enrolled in French mission schools

Special focus on:
📚 Mathematics Speciality
📚 Physics-Chemistry Specialty

Each lesson is tailored to the student's level and objectives, with a strong focus on methodology, problem-solving, and exam preparation.

📩 Feel free to contact me for more information.

Jeremy

5.0

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Passionate & empathetic teacher. I have a Master's in Physics with honors from the University of Leicester (which was featured at the time as a top 5 Physics university in the UK by The Guardian) and a - french - European School diploma in which I achieved 90% in Physics and 85% in Maths.

Helping others understand difficult topics and skills is something that I am very passionate about as an empathetic person. I have 6 years of experience teaching Physics and Maths to kids from unprivileged backgrounds both in a homework schools as well as via private teaching. In private teaching, I have experience tutoring people with learning disabilities (ADHD, Dyslexia, Discalculia and more), younger kids of ages 7-12 and older students preparing for their final baccalaureate exams in advanced maths/physics curriculums.

In my classes, I aim to:

- help students achieve better grades in exams/tests in all branches of Physics & Maths
- clearly explain and break down topics
- give context and or example applications of topics (to improve understanding and memorization)
- help with ADHD & other learning disabilities
- give practical advice for university applications (eg. UCAS in the UK) and discuss the exciting Physics research/work and projects you can work on later in life.

Physics has a plethora of useful and fascinating applications, from the detection of Gravitational Waves and Gamma-Ray Bursts to the development of novel Medical Imaging techniques and Nano-technology (eg: smartphones). It is a subject that I am very passionate about and I hope to make use of my years of experience and extensive knowledge to help you understand and love the subject! My lessons will always be tailored to the individual needs of the student, so please do not hesitate to contact me if you have questions!

Amin

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Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it?
This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio).
What we cover, adapted to your level and goals:
- Descriptive and inferential statistics (the ones that actually matter)
- Data cleaning, exploration, and visualization
- Regression, classification, and intro to machine learning
- Time series and forecasting basics
- R for statistical analysis and academic research

Who this is for:
- University students in statistics, economics, engineering, or biology
- Professionals wanting to move into data analysis or data science
- Researchers who need to process and present data properly

I use Python and R professionally as a working engineer — everything I teach comes from real application, not just academic exercises.

Bibek

5.0

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Hi! Welcome! I am a Ph.D. researcher in Physics at the University of Cologne, Germany. Recently, I graduated from the University of Groningen in the Netherlands with a Master's degree in Nanoscience (w/ cum Laude). I offer private tutoring (for high school and/or university-level students) so you can understand the fundamental concepts and excel in your studies. I have teaching experience of 5+ years in Physics and Mathematics to both high school and university-level students.

This class aims to provide an overview of calculus and linear algebra and focuses on the fundamental mathematical tools and concepts, such as limits, differentiation, and integration. Building on these basic concepts, we will review methods for solving problems related to optimization, linear differential equations, and matrix algebra.

Outline of the course:
1. Calculus:
1.1 Limits of functions
1.2 Continuity, types of discontinuities, intermediate value theorem
1.3 Differentiation (or derivative), slope, secant, tangent
1.4 Rules and theorems for differentiation, power rule, product rule, chain rule
1.5 Derivatives of exp, log, and trigonometric functions
1.6 Implicit differentiation and derivative of inverse functions
1.7 Rolle's theorem, mean value theorem, critical point, maximum/minimum of a function
1.8 First and second derivative tests, inflection points
1.9 Anti-derivative, indefinite integral, integration by substitution, integration by parts
1.10 Definite integral and its application (area between curves, application in physics)\
1.11 Optimization and linear differential equations

2. Linear Algebra:
2.1 Vectors and scalars in Euclidean space, vector arithmetic, scalar product, cross product
2.2 Equations for lines and planes, vector spaces, linear independence, span, basis, dimension
2.3 Linear transformations, coordinates, and representation of linear transformations by matrices
2.4 Matrix operations: matrix multiplication, transpose, determinant, inverse, and Hermitian conjugate
2.5 Systems of linear equations, Gaussian elimination
2.6 Eigenvalues and eigenvectors
2.7 Range, kernel, and rank-nullity theorem

and many more...

*Note that the sessions will be held online (via Discord/Zoom/Microsoft Teams).

Salah

5.0

(41)

As a teaching professional, I have always enjoyed sharing my knowledge. My goal is to provide quality education. I am aware that some topics may seem complex, but often this is simply the result of an inadequate explanation by the teacher. With me, you will discover a real interest in the material!

We strive together to achieve academic excellence, overcoming the shortcomings and difficulties encountered by your child. Studies will become a pleasant experience for him. In addition to the courses, I can also help with school orientation, identifying their preferences and highlighting the advantages and benefits of a fulfilling educational ambition.

The sessions generally take place according to the following stages:

1️⃣ The first sessions are devoted to the assessment of the student's level in order to detect existing gaps.

2️⃣ Next, we create a personalized plan to address these gaps, including the number of hours of work needed, specific areas to focus on, and appropriate training and development exercises.

3️⃣ We stay in constant contact with the student's class teacher, to keep up to date with the latest requirements and ensure a consistent approach.

4️⃣ Subsequently, I provide exams similar to those that are likely to be asked in class, to prepare the student effectively.

5️⃣ Upon request, I write a regular report, usually monthly, to keep parents informed of their child's progress throughout their course.

I adapt my methodology according to the specific needs of each student, thus offering them a personalized and adapted work approach.

In addition, I offer crash courses for students preparing for the start of the school year, allowing them to start the year well prepared, with a solid lead on the school curriculum.

If you have any questions, do not hesitate to contact me. I will be happy to help you.

Dorcas

5.0

(41)

Passionate and dedicated teacher with five years of experience fostering an engaging and inclusive learning environment. I'm committed to promoting student success through personalized instruction, differentiated learning strategies, and active student engagement. Proven track record of implementing innovative teaching methods and achieving measurable improvements in student academic performance.
I offer home tution services for igcse and other curricular.
I tutor learners in both lower and upper grades English, Maths and Science and other subjects if the need be.
Duration per session is an hour and above.

Prashil

5.0

(41)

Welcome to my Maths, Physics and Science tutoring class, crafted especially for young minds preparing for IB MYP, IGCSE, and GCSE exams. As a passionate learner and dedicated tutor, I am committed to helping students not only comprehend but also develop a love for these captivating subjects. Here's what you can anticipate from my tutoring sessions

Personalised Learning: Every learner is unique, and I believe in tailoring my teaching methods to suit each student's individual needs. I don't judge; instead, I concentrate on understanding their strengths and areas for improvement to create a supportive and encouraging learning environment.

Concept Breakdown: I dissect complex topics into simpler, more manageable parts, making it easier for students to grasp challenging concepts and build a strong foundation in Physics and Science.

Student-Centred Approach: I enjoy teaching students and continually strive to ignite their curiosity and passion for learning. I aim to make each lesson engaging and enjoyable, helping students recognise the real-world applications of what they learn.

Shared Strategies: As a student who has successfully qualified for the Engineering Entrance exam test and is currently studying abroad on a fully funded scholarship, I bring my own learning strategies and study techniques to the table. These proven methods will help students achieve their academic goals.

Continuous Improvement: I am always learning and growing, just like my students. This continuous improvement mindset, which I actively promote, inspires and motivates students to strive for their best. It enables me to stay updated with the latest educational trends and techniques, ensuring that my students receive the best possible guidance.

Supportive Environment: I encourage students to ask questions, no matter how trivial they might seem. By creating a friendly and comfortable atmosphere, I ensure that students feel comfortable and open to express their doubts and curiosities, leading to a deeper understanding of the subjects.

Reza

5.0

(41)

I hold a PhD in Mechanical Engineering and currently work as a post-doctoral researcher in the Aerospace Engineering Faculty at TU Delft (Delft University of Technology).
Key topics that I teach for this course include:
• Calculus: Differentiation & integration, Multivariable calculus
• Linear Algebra: Matrices, vectors, systems of equations, Eigenvalues and eigenvectors
• Differential Equations: First- and second-order ODEs, Laplace transforms
• Complex Numbers: Polar form, Euler’s formula
• Vector Calculus: Gradient, divergence, curl, Line and surface integrals
• Series & Transforms: Taylor series, Fourier series

I understand that not all teachers excel in teaching Engineering and Mathematics courses and explaining their importance to students. Courses with strong mathematical backgrounds may become boring for students who lack a solid mathematical basis. To address this, I take a student-centered approach, starting from the basics to actively engage all students, including those with weaker mathematical backgrounds. I also provide practical examples to demonstrate the real-world significance of what they are learning, inspiring and fostering their interest in the subject matter.

If you have any additional questions before starting a class, please feel free to ask me. I am here to assist! :)

Baia

5.0

(41)

I'm a working MEP engineer, currently building Python automation for Revit workflows daily - plan checks, model coordination, and repetitive drafting tasks. I teach other engineers, architects, and BIM professionals how to do the same, using pyRevit and real project workflows, not toy examples.

Topics include:
pyRevit fundamentals and setup
Automating repetitive Revit tasks (model checks, plan generation, data extraction)
Writing custom scripts for your firm's specific workflows
Applying Python automation to real MEP/BIM projects