Machine Learning & AI Tutor | University Lecturer,
From 81 C$ /h
I teach machine learning, AI and Python online to university students, postgraduates, career changers and serious beginners across the UK and Europe. Lessons are in English.
I hold an MSc in Electronics and Electrical Engineering with Distinction and I teach as a Visiting Lecturer on a Master's level module covering data analytics, machine learning and generative AI at a UK university. I also have two accepted international conference papers on deep learning for image classification. I set and mark postgraduate assignments myself, so I know where marks are won and lost on this kind of work.
Who this is for
Undergraduates and postgraduates on AI, ML, data science or computer science modules at any European university. Final year, Master's and thesis students working on a machine learning project. IB and A Level students moving into computing or engineering. Professionals retraining for data roles. Complete beginners who want to learn Python properly rather than copying it from videos.
I work with students on UK, IB and continental European programmes. I have tutored engineering students in Germany and international school students across several countries, so an unfamiliar syllabus or a module taught in a different structure is not a problem. Send me the material and I will work from it.
What we cover
Python for data science with NumPy, Pandas, Matplotlib and scikit-learn. Deep learning using TensorFlow and Keras. Core theory including regression, classification, clustering, decision trees, random forests, neural networks and CNNs, together with the linear algebra, calculus and statistics underneath them. Computer vision and image classification, which is my published research area. Model evaluation, overfitting and hyperparameter tuning. Writing machine learning work up to academic standard, covering methodology, results and critical evaluation.
How lessons work
Send me your module handbook, assignment brief, thesis spec or the code that will not run, and I plan the session around it before we meet. Nothing generic.
In the lesson I explain the concept with a worked example, then you take the keyboard while I watch and correct, because you learn far more doing it than watching me do it. You finish with annotated notes and a clear next step, and you can message me between sessions with questions.
Practical details
Online over Google Meet or Zoom with screen sharing and a shared whiteboard. Sessions run 60 or 90 minutes. I am based in the UK and teach across GMT and Central European time, with evening and weekend slots that suit students anywhere in Europe.
Tell me your course, your deadline and exactly where you are stuck, and I will come back with a plan for the first session.
I hold an MSc in Electronics and Electrical Engineering with Distinction and I teach as a Visiting Lecturer on a Master's level module covering data analytics, machine learning and generative AI at a UK university. I also have two accepted international conference papers on deep learning for image classification. I set and mark postgraduate assignments myself, so I know where marks are won and lost on this kind of work.
Who this is for
Undergraduates and postgraduates on AI, ML, data science or computer science modules at any European university. Final year, Master's and thesis students working on a machine learning project. IB and A Level students moving into computing or engineering. Professionals retraining for data roles. Complete beginners who want to learn Python properly rather than copying it from videos.
I work with students on UK, IB and continental European programmes. I have tutored engineering students in Germany and international school students across several countries, so an unfamiliar syllabus or a module taught in a different structure is not a problem. Send me the material and I will work from it.
What we cover
Python for data science with NumPy, Pandas, Matplotlib and scikit-learn. Deep learning using TensorFlow and Keras. Core theory including regression, classification, clustering, decision trees, random forests, neural networks and CNNs, together with the linear algebra, calculus and statistics underneath them. Computer vision and image classification, which is my published research area. Model evaluation, overfitting and hyperparameter tuning. Writing machine learning work up to academic standard, covering methodology, results and critical evaluation.
How lessons work
Send me your module handbook, assignment brief, thesis spec or the code that will not run, and I plan the session around it before we meet. Nothing generic.
In the lesson I explain the concept with a worked example, then you take the keyboard while I watch and correct, because you learn far more doing it than watching me do it. You finish with annotated notes and a clear next step, and you can message me between sessions with questions.
Practical details
Online over Google Meet or Zoom with screen sharing and a shared whiteboard. Sessions run 60 or 90 minutes. I am based in the UK and teach across GMT and Central European time, with evening and weekend slots that suit students anywhere in Europe.
Tell me your course, your deadline and exactly where you are stuck, and I will come back with a plan for the first session.
Location
At student's location :
- Around Birmingham, United Kingdom
Online from United Kingdom
About Me
I'm Ghous, an electronics engineer based in Birmingham. I hold an MSc in Electronics and Electrical Engineering with Distinction from the University of Chester, where I now teach as a Visiting Lecturer on a postgraduate module covering data analytics and machine learning.
Alongside that I work as a freelance embedded systems and PCB design engineer, which means the C and C++ I teach is the same C and C++ I write for hardware that has to actually work. I've been tutoring since 2023, mostly Maths, Physics and programming, and I've taught students from Year 9 up to final-year undergraduates.
I'm patient, I don't rush, and I'd rather spend ten minutes on why something works than have you memorise a pattern you'll forget by next week.
Alongside that I work as a freelance embedded systems and PCB design engineer, which means the C and C++ I teach is the same C and C++ I write for hardware that has to actually work. I've been tutoring since 2023, mostly Maths, Physics and programming, and I've taught students from Year 9 up to final-year undergraduates.
I'm patient, I don't rush, and I'd rather spend ten minutes on why something works than have you memorise a pattern you'll forget by next week.
Education
MSc Electronics and Electrical Engineering, Distinction, University of Chester (2025 to 2026)
BSc Electrical Engineering, CGPA 3.54/4.00, Institute of Space Technology, Islamabad (2020 to 2024)
BSc Electrical Engineering, CGPA 3.54/4.00, Institute of Space Technology, Islamabad (2020 to 2024)
Experience / Qualifications
Visiting Lecturer, University of Chester, teaching and assessing a Level 7 postgraduate module
Freelance electronics and embedded systems engineer, working with UK and international clients on PCB design and firmware
Private STEM tutor since 2024, teaching Maths, Physics, Python, C, C++ and electronics
Author of accepted international conference papers on efficient deep learning for low-power devices
Freelance electronics and embedded systems engineer, working with UK and international clients on PCB design and firmware
Private STEM tutor since 2024, teaching Maths, Physics, Python, C, C++ and electronics
Author of accepted international conference papers on efficient deep learning for low-power devices
Age
Preschool children (4-6 years old)
Children (7-12 years old)
Teenagers (13-17 years old)
Adults (18-64 years old)
Seniors (65+ years old)
Student level
Beginner
Intermediate
Advanced
Duration
60 minutes
120 minutes
The class is taught in
English
Hindi
Urdu
Panjabi
Reviews
Availability of a typical week
(GMT -04:00)
New York
Online via webcam
At student's home
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
I teach one-to-one Maths and Physics to GCSE, A-Level and university students, online and in person around Birmingham.
I hold an MSc in Electronics and Electrical Engineering with Distinction from the University of Chester, where I now teach and assess postgraduate students as a visiting lecturer. Alongside that I've been tutoring privately for several years, across GCSE, A-Level and first-year university modules. I've published two international conference papers, so the maths I teach isn't something I learned once and repeat from a textbook. I use it.
What I cover:
GCSE Maths and Physics, all exam boards including AQA, Edexcel, OCR and Eduqas
A-Level Maths, Further Maths and Physics
University Maths and engineering modules for science and engineering students
Individual topics including algebra, trigonometry, calculus, statistics, mechanics and logic
How I teach:
Every student starts in a different place, so the first thing I do is find out what they actually understand rather than what the syllabus assumes they should. From there I break difficult ideas into small steps, work through plenty of examples, and set focused practice between sessions.
I care more about a student knowing why a method works than memorising the steps, because understanding is what survives exam pressure when a question is worded unfamiliarly. Lessons are structured but relaxed. Students should feel comfortable asking the questions they think are silly, because those are usually the ones that matter most.
I'm patient with mistakes and honest about what still needs work. If a student isn't ready for a topic, I'll say so and we'll go back a step rather than pretend otherwise.
Term has just started, which is the best point in the year to build a routine before mocks in November and December. If your child is beginning Year 11 or Year 13, or retaking GCSE Maths this November, putting support in place now makes a real difference by the time the real papers arrive.
I hold an MSc in Electronics and Electrical Engineering with Distinction from the University of Chester, where I now teach and assess postgraduate students as a visiting lecturer. Alongside that I've been tutoring privately for several years, across GCSE, A-Level and first-year university modules. I've published two international conference papers, so the maths I teach isn't something I learned once and repeat from a textbook. I use it.
What I cover:
GCSE Maths and Physics, all exam boards including AQA, Edexcel, OCR and Eduqas
A-Level Maths, Further Maths and Physics
University Maths and engineering modules for science and engineering students
Individual topics including algebra, trigonometry, calculus, statistics, mechanics and logic
How I teach:
Every student starts in a different place, so the first thing I do is find out what they actually understand rather than what the syllabus assumes they should. From there I break difficult ideas into small steps, work through plenty of examples, and set focused practice between sessions.
I care more about a student knowing why a method works than memorising the steps, because understanding is what survives exam pressure when a question is worded unfamiliarly. Lessons are structured but relaxed. Students should feel comfortable asking the questions they think are silly, because those are usually the ones that matter most.
I'm patient with mistakes and honest about what still needs work. If a student isn't ready for a topic, I'll say so and we'll go back a step rather than pretend otherwise.
Term has just started, which is the best point in the year to build a routine before mocks in November and December. If your child is beginning Year 11 or Year 13, or retaking GCSE Maths this November, putting support in place now makes a real difference by the time the real papers arrive.
I teach Electrical and Electronic Engineering online to university students, postgraduates, college students and serious self learners across the UK and Europe. Lessons are in English.
I hold an MSc in Electronics and Electrical Engineering with Distinction and I teach as a Visiting Lecturer on a Master's level module at a UK university. I also work as a freelance electronics engineer, designing circuit boards and writing firmware for real clients, and I have two accepted international conference papers. I set and mark university assignments myself, so I know where marks are won and lost on lab reports, coursework and project write ups.
Who this is for
Undergraduates on electrical, electronic, mechatronic or general engineering degrees at any European university. Final year, Master's and thesis students working on an engineering project. A Level, IB and college students taking physics or engineering. Career changers and self taught learners who want the fundamentals done properly rather than picked up from scattered videos.
I work with students on UK, IB and continental European programmes. An unfamiliar syllabus or a module structured differently from the UK is not a problem. Send me the material and I will work from it.
What we cover
Circuit analysis in DC and AC, including Kirchhoff's laws, Thevenin and Norton equivalents, superposition, phasors and AC power. Operational amplifiers and analogue electronics. Digital electronics and logic design. Signals and Systems and Digital Signal Processing, covering Fourier analysis, Laplace and z transforms, sampling and filter design. Control systems, transfer functions, root locus, Bode plots, stability and PID tuning. Semiconductor devices and power electronics. Embedded systems and microcontroller programming in C with Arduino, ESP32 and PIC. Simulation and tooling including MATLAB, Simulink, LTspice, Multisim and Proteus. Circuit board design in KiCAD. Lab reports, coursework, project supervision and exam technique.
How lessons work
Send me your lecture notes, assignment brief, lab sheet or the circuit that refuses to work, and I plan the session around it before we meet. Nothing generic.
Most students are stuck on one or two specific ideas rather than a whole module, so the first job is finding out which. Then we work through it with proper worked examples and real circuit diagrams, and I hand the problem back to you while I watch and correct, because you learn far more doing it than watching me do it.
If the real gap is the maths underneath a topic, complex numbers, phasors, Laplace transforms, we go back and fix that first, because everything after it depends on it.
You finish each session with annotated notes and a clear next step, and you can message me between lessons with questions.
Practical details
Lessons are online over Google Meet or Zoom, with screen sharing and a shared whiteboard so we can draw circuits and work through derivations together. Sessions run 60 or 90 minutes. Evenings and weekends available across European time zones.
Tell me your module, your deadline and exactly where you are stuck, and I will come back with a plan for the first session.
I hold an MSc in Electronics and Electrical Engineering with Distinction and I teach as a Visiting Lecturer on a Master's level module at a UK university. I also work as a freelance electronics engineer, designing circuit boards and writing firmware for real clients, and I have two accepted international conference papers. I set and mark university assignments myself, so I know where marks are won and lost on lab reports, coursework and project write ups.
Who this is for
Undergraduates on electrical, electronic, mechatronic or general engineering degrees at any European university. Final year, Master's and thesis students working on an engineering project. A Level, IB and college students taking physics or engineering. Career changers and self taught learners who want the fundamentals done properly rather than picked up from scattered videos.
I work with students on UK, IB and continental European programmes. An unfamiliar syllabus or a module structured differently from the UK is not a problem. Send me the material and I will work from it.
What we cover
Circuit analysis in DC and AC, including Kirchhoff's laws, Thevenin and Norton equivalents, superposition, phasors and AC power. Operational amplifiers and analogue electronics. Digital electronics and logic design. Signals and Systems and Digital Signal Processing, covering Fourier analysis, Laplace and z transforms, sampling and filter design. Control systems, transfer functions, root locus, Bode plots, stability and PID tuning. Semiconductor devices and power electronics. Embedded systems and microcontroller programming in C with Arduino, ESP32 and PIC. Simulation and tooling including MATLAB, Simulink, LTspice, Multisim and Proteus. Circuit board design in KiCAD. Lab reports, coursework, project supervision and exam technique.
How lessons work
Send me your lecture notes, assignment brief, lab sheet or the circuit that refuses to work, and I plan the session around it before we meet. Nothing generic.
Most students are stuck on one or two specific ideas rather than a whole module, so the first job is finding out which. Then we work through it with proper worked examples and real circuit diagrams, and I hand the problem back to you while I watch and correct, because you learn far more doing it than watching me do it.
If the real gap is the maths underneath a topic, complex numbers, phasors, Laplace transforms, we go back and fix that first, because everything after it depends on it.
You finish each session with annotated notes and a clear next step, and you can message me between lessons with questions.
Practical details
Lessons are online over Google Meet or Zoom, with screen sharing and a shared whiteboard so we can draw circuits and work through derivations together. Sessions run 60 or 90 minutes. Evenings and weekends available across European time zones.
Tell me your module, your deadline and exactly where you are stuck, and I will come back with a plan for the first session.
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