Isle of North Uist Computer Studies / I.T. Tutors and Isle of North Uist Computer Studies / I.T. Tuition

Personal Description:
I am a software engineer. I have a PhD in computer science. I worked as a lecturer in various universities for 5 years teaching various computer science courses (c, java, assembly language programming etc.)

Teaching Experience:
I worked as an Assistant Professor in Computer Engineering departments teaching programming, database and various computing subjects

Tutoring Approach:
Practical learning supported by theoretical explanations.

Subjects

Personal Description:
As a child I took apart computers and wrote computer programs for the fun of it. I enjoy researching technology and keeping up to date on the latest advancements.

As part of my current work I develop websites, provide training in PHP programming, and much more.

Teaching Experience:
I have worked as an instructor or tutor at the following companies or institutions:
Staffordshire University
Matthew Boulton College
Computeach Ltd

What some have said about me:

"Thanks again for the week - I found the revision and exercises were very good. I think you did a great job of helping us to pass the exam." - Charl
"I found your tutorage inspiring and returned with a wealth of knowledge and renewed impetus." - Jon
"I wanted to thank you very much for an excellent course over the last four days, which was extremely professionally conducted, always interesting, and communicated with enthusiasm and good humour". - Robert
"Just a quick email to say that I've recently got a job as a junior Oracle DBA, just thought I'd say thanks as I wouldn't have got it without your help!" - Mike, Junior Oracle DBA
"Thanks for the course - although it was tiring it was also enjoyable (I like your sense of humour). I thought the course was good with the alternating of the three different types of activity." - Debbie

Tutoring Approach:
My philosophy is that anyone can learn if they have a willing spirit and a patient teacher.

To develop an appropriate training program I first determine the needs of the student and work out short and long term goals. I use a variety of training methods, including demonstration, practice, memorization, and assessment.


IMPORTANT NOTE: Please don't ask me to complete your assignment for you as this is cheating.

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Personal Description:
I am a computer science graduate and have over 10 experience working within the IT sector as a programmer, Systems Analyst, Business Analyst, Database Developer and then as an IT consultant. Having worked in at least 6 different companies including the NHS, I currently work with a major Bank as a Business/Systems Analyst and Data Architect. As an Analyst and Architect, I am very methodical and logical in my thinking, which always helps when breaking down a problem to people (students) new to the concept. I am currently also studying for my MSc in Data Science.

I'm a very friendly and caring person and have lots of experience of working and interacting with young people in an educational context. I am forward thinking and very creative in finding better ways to explain new concepts to students.

I have experience of working with 1st year to MSc IT students. This usually involves tutoring around concepts not well understood, tutoring to help you start/progress/complete complex assignment and dissertation/thesis.

Teaching Experience:
I have tutored many students ranging from 1st Year to Masters students over the past 8 years leading to usually very positive outcomes. Over this time I have supported students on 3 undergraduate dissertations, 2 masters thesis and on numerous assignments and IT Topics.

Tutoring Approach:
I am very flexible and ready to adapt to make sure that each student gets the most of any teaching session. I understand the fact that each student is different with different pace of learning and understanding. It is with this that I take my time to understand the student in order to optimize the learning experience. I do encourage feedback from my students to make sure that they are happy with the learning.
I am flexible with the teaching session location and I do own my own transport. Also I am flexible as I can do online teaching. Using school text books or lecture notes/slides is my preferred approach as this does not conflict with anything that has already been taught to the student in school or university.

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Personal Description:
I am a Chartered Certified Accountant, MBA (Finance) and Diploma in Cost and Management Accountant. I work full-time as Finance Manager for a big multination organisation based in Milton Keynes. I am trained as accountant from one of the top 15 accountancy firm. Having post qualification experience of 12 years in accountancy and finance.

Teaching Experience:
I have been tutoring accounting and finance for more than 15 years with an excellent pass rate and student feedback. I have taught student in groups, class and individually.
I am enjoying teaching and helping students, for me connectivity between student and me is the most important thing. I work extremely hard to make the delivery of subject material understandable as possible.
Key highlights of my experience are:

-Tutored more than 1000 students on a 1-1 basis, in group and in class
-Taught student from age group 12 - 63
-Taught students for nearly every university of England and Wales.
-DBS checked
-Home visits and online.
-Have taught professionals and specialists in accountancy.


I have also taught many students URDU as a second language, again at all levels.

Tutoring Approach:
The experiences that I have gained as a student and during my career in the financial/business sector coupled with my knowledge and enthusiasm are used in my teaching. I have the ability to understand the needs of students and adapt my teaching on an individual basis which allows for the best outcome for my students.
Tutoring is all about getting student connected, once I get connected with student, it easier to teach and train the student regardless what ever the subject matter is. I make sure all the students are aware of exam techniques. (How to score good marks in exam). I have been teaching online and face to face from more than 10 years.

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Personal Description:
David has over 25 years professional experience working with computers in industry. He has worked in software development and project management for U.K.'s Racal Electronics Group, and later for Aeroflex - a U.S. organisation.

He holds an MSc degree in Computer Studies & a BSc Honours in Electronic Engineering.

David is also a registered tutor with Age UK, Bucks (including the usual checks and CRB clearance).

Teaching Experience:
For ten years David has successfully run a personal tuition service and website in the south Bucks area.

He provides one-to-one tuition for people wanting to learn how to use the computer, as well as offering more advanced tuition for people looking for a higher level of skill and confidence with specific software packages.

Subjects can include Word, Excel, Photoshop, Powerpoint, Outlook, web design, Windows 8, Windows 10, iPad, email, network setup, and more.

Tutoring Approach:
David specialises in training adults and seniors who are new to computers and the internet, but also deals with more advanced subjects for those of you that want to improve your understanding or your computer skills.

Each learning session is tailored to suit your needs. Depending on your requirements, he can cover specific topics or broader areas of interest.

With many years experience in this field, the aim is to set out clearly and simply the services on offer so that you can easily find what you are looking for - we want you to have the highest confidence and the least uncertainty.

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Personal Description:
I am a native French tutor with over 20 years experience in training, coaching and lecturing.
I am currently the official tutor for Newstead Wood grammar and I also support a number of students from Bromley High school and Sevenoaks school. I have received consistent high level of positive feedback from parents and teachers alike and am passionate about teaching, ensuring my students get the highest marks and making it into a fun and rewarding experience.

Testimonials

I am currently studying A level French and I am very pleased to be able to say that my French has improved more than I ever thought it would since starting tuition with Michel. In just over one month, I have improved by two whole grades, which has been evident from mock exam results in class at school. I thoroughly enjoy my lessons with Michel because I do not feel embarrassed to ask seemingly simple questions, which I feel I cannot ask in my class at school.
E. H. - Bromley

My daughter who is doing A level French was really struggling before we found Michel. He has really motivated her and has made lessons more interesting . She has 2 hour lessons but she is surprised how quick the time goes. I would highly recommend Michel. I can see he gets pleasure helping his pupils make progress. My daughter`s accent has also greatly improved with Michel`s help.
Mrs G - Croydon

I`ve just received my results and I`m very happy to tell you that I got an A for my French I-GCSE. Thank you for all your help because it really made a difference! - G - Bromley

Hi Michel,
Thank you for your help. I got A* in my French oral! - C. Sevenoaks School

I just wanted to say thank you so much for all the sessions, they really helped me get a high grade for speaking and an overall A. Thank you so much - S - Orpington

I have enjoyed Michel`s teaching immensely. I would very much recommend Michel to other students- he`s really quite adaptable and has used some creative approaches to teaching which was really helpful for me.
Karen C. - London

Teaching Experience:
Over 20 years tutoring, coaching, including seven years classroom based training. Currently teaching all ages from beginners to advanced, city professionals including a number of GCSE and A Level students.

Tutoring Approach:
I like to use a great variety of methods, videos, conversations, audio recordings in my French lessons to speed the learning process and keep my students as entertained and engaged as possible.

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Personal Description:
My name is Ahmed, and I am deeply passionate about teaching and learning. This passion is what led me to choose education as my profession, as it allows me to work with people from diverse backgrounds, understand their individual needs, and take on the rewarding challenge of helping them grow-both academically and personally.

The most important part of my work is seeing my students leave a session with confidence, curiosity, and a sense of achievement. I feel genuinely honoured when students are able to apply what they have learned, whether it is mastering a new programming concept, building a robotics project, or developing computational and problem-solving skills. Their satisfaction and progress are my greatest measures of success.

I am a patient, friendly, and approachable educator, and I place great importance on building strong rapport with my students. I believe that effective teaching goes beyond delivering content-it requires trust, encouragement, and mentorship. As a teacher and tutor, I strive to ensure that students see me not only as an instructor, but as a mentor who supports them in bringing out the best in their abilities and personality.

My professional expertise spans Computer Science education, programming, robotics, and artificial intelligence. I have extensive experience teaching programming to learners of different ages and abilities, guiding students through logical thinking, coding principles, and real-world applications. I am also actively involved in robotics education, helping students connect hardware and software through hands-on learning.

Beyond teaching, I work with organisations and individuals to support the implementation of AI solutions, helping teams understand how artificial intelligence can be integrated ethically and effectively into their workflows. I also teach Generative AI, focusing on how modern AI tools can be used responsibly to enhance creativity, productivity, and learning, while developing a strong understanding of their limitations and impact.

Teaching Experience:
I have been teaching for nearly 20 years, with extensive experience across secondary, post-16, higher education, and adult learning. I completed my Bachelor's degree in Software Engineering from City University London in 2006, before undertaking a range of teacher-training programmes that enabled me to transition successfully into education.

In 2013, I completed a Master's degree in Education with PGCE from UCL (Institute of Education), further strengthening my pedagogical knowledge and classroom practice. Since then, I have taught across KS3, KS4, and KS5, as well as at university level and with mature learners, adapting my approach to suit learners of different ages, abilities, and cultural backgrounds.

I have worked in multiple international school settings, gaining valuable experience within diverse educational systems and multicultural environments. This has shaped my inclusive, student-centred approach to teaching and leadership, and strengthened my ability to support learners from a wide range of academic and cultural contexts.

Currently, I work at a renowned Grammar School, where I serve as Head of Computer Science, leading curriculum design, teaching and learning strategy, and departmental development. Alongside my leadership role, I remain actively involved in classroom teaching, enrichment programmes, and the integration of innovative technologies within Computer Science education.

Tutoring Approach:
My approach is based on students' needs, which gives me and my students' satisfaction as it helps them to learn better.

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Personal Description:
I have been involved in computers and IT for 27 years. I was first of all a professional computer games programmer / designer before moving into my current role as an IT Solutions Architect. Over the last 21 years in IT consultancy, I have developed a breadth and depth of knowledge in IT and computing which is hard to find almost anywhere in the UK having dealt with almost all types of systems and aspects of IT.

I'm not able to teach you all the intricacies of the Microsoft Office products like Excel or Word, but I can train you in system design, system support, software development and pretty much anything in between. I have detailed experience in virtually all Microsoft operating systems and applications. I am also very experienced on VMware products. I am also able to assist your training in application and web development in C, C#, VB, scripting and assembler (68000 & 6502).

Teaching Experience:
21 years of mentoring and training junior staff on systems including Microsoft operating systems and applications.
Delivered a classroom based Lotus Notes course for Computacentre.
Developing syllabi and exam question papers for the British Computer Society (BCS).

Tutoring Approach:
I would first of all need to know what your learning requirements are. What is it you want to know about and to what level? From that point, I would create a training plan for you to reach that goal.

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Personal Description:
My name is Leon and I provide tuition for maths and computer science to make these subjects easier to understand and fun to learn.

Using my experience in teaching and commercial application of these subjects, I am able to provide a thorough perspective that extends beyond the limitations of traditional classroom lessons. By presenting context for how maths and computer science concepts are used in the real world, I am able to make these subjects easier to understand with a complete explanation for how they are used to solve problems that everyone can relate to.

Self belief is the biggest obstacle preventing people from achieving their full potential. By using my learning techniques and support, I can help you to overcome difficulties created by learning anxiety, dyslexia and dyscalculia that lead to your potential being underestimated. By deconstructing the unnecessary jargon and written notation behind maths and computing, I help students to exceed expectations and achieve the highest grades in as little as 12 weeks.

Teaching Experience:
I have taught maths and computing as a professional tutor and commercial trainer for over 10 years. My lessons can also be tailored to cover exam preparation for all major exam boards, including AQA, CEA, Edexcel, OCR and WJEC.

The following are the subject levels that I have experience of teaching:

Maths:
- Key Stage 3
- GCSE
- Functional Skills

Computer Science:
- Key Stage 3
- GCSE
- A-Level
- Degree
- Master's degree.

Tutoring Approach:
Whatever your reasons for considering tuition, my lessons can be custom designed to extend your potential to achieve the highest grade possible. Whether you're already a high performer or you find maths / computing a challenge to understand, my custom lesson plans allow you to learn at a pace that suits your individual requirements.

By avoiding the use of technical jargon and complicated notation, my lessons present concepts in a format that's easy to understand and practise. Each lesson is designed for you to achieve the following learning objectives:

- Understand a specific concept.
- Perform the concept.
- Write the concept as maths notation or programming code.
- Develop exam technique.

Using custom digital learning tools, you will be exposed to a hands on approach to learning the concepts behind maths and computing. My lessons begin with a visual presentation explaining the focus topic, followed by interactive exercises that help you to experiment, express and reinforce your understanding. With my support and collaboration, each exercise challenges you to describe and refine your thinking process to solve a puzzle using the skills taught in the presentation.

Once you are confident in your ability, the lesson progresses to applying your understanding of the concepts to creating and understanding written notation and code. This stage of the lesson prepares you with the ability to work with exam questions and other assessments that you are preparing for.

The most important component of effective tuition is your ability to practise between lessons. To help you gain the most benefit from my tuition, the digital learning exercises are made available to you as a practise tool between lessons. My learning tools also allow you to receive feedback on your practise throughout the week or during the next lesson.

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Personal Description:
I like teaching. This is one of the reason I am looking for tutoring. Professionally I have Chartered Engineer status and Member of prestigious IET and having Bachelors degree in Electrical engineering and Masters in Business Administration (MBA) and over 20 yrs of professional work experience. Currently I am employed and working as Manager of system engineering in a large automotive organization. I have a loads of experience in electronics, embedded systems, MATLAB, computer science etc..

Teaching Experience:
About 22 years ago when I was studying engineering even then I was teaching part time to engineering students. After that I also taught lots of subject ranging from maths to computer science, embedded systems, MATLAB, electronics, physics etc..

Tutoring Approach:
I like to make students comfortable first so that they can ask questions, I believe no question is silly.to be honest I can observe easily if the student has understood what I explained or not, then I prompt looks like you didn't understand, so let's learn again. Time to time I keep testing either in the form of games or talking.

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Personal Description:
I have been teaching in Scotland for approximately 17 years now. I have been involved in a number of SQA and National Projects including tasks such as writing, marking and developing the course.

Teaching Experience:
In my current role, I have full responsibility of delivering the new qualifications from S1 BGE through to Advanced Higher Computing Science. I have made the changes to our course and continue to develop these and the changes have been seamless in ensuring a smooth transition into the National Qualifications. I have enhanced my knowledge at National 4 and 5 by not only delivering these courses from the outset but also attending understanding standards events, marking the assignments and also the exam from the 2017/2018 academic year to present. I am also now an item writer for the National 5 course. I have been delivering the higher computing science course explicitly for the last two academic years and the advanced higher computing science course for this year whilst implementing the changes at all of the appropriate levels. I am also an external verifier for SQA and I am leading the rollout of digital learning within my school. In previous posts, I have led the subject forward towards a full implementation of the Curriculum for Excellence Qualifications. I have provided clarification, support and direction whilst providing opportunities for other colleaues to develop and progress their own professional skills and abilities. I have pre-empted problem areas and suggested solutions to improve attainment results. I have sourced software and uploaded any existing materials onto GLOW. I work closely with Faculty Management, School Technicians, LA Colleagues and fellow CS teachers nationally. I work with working groups in school and LA to help with the transition from P7-S1 and also to help embed the our use of personal support and the house system.

I use effectively the restorative approach in my practice as a means of adopting a variety of approaches in meeting pupils needs. Through the demands over the last few academic years, I have shown that I am able to work under pressure and meet challenging deadlines particularly in the area of curriculum development.

Positive relationships are central in all I do whether that is with parents, carers, pupils, partners, fellow teachers and support staff alike. I am informed and keep up with current developments in education such as Curriculum for Excellence, Additional Support Needs, Child Protection and GIRFEC.

I have taught S1 - 3 ICT, Standard Grade Computing, Intermediate 1 and 2, Advanced Higher Computing along with PC Passport and MIE. I have developed and implemented the NPA Games Developement at Levels 4 and 5 and introduced two enrichment courses at S2/3 levels in Multimedia and Programming respectively.

Since then I have gained experience in the old Higher and Advanced Higher Computing courses along with the same qualifications in Information Systems. Currently, I have introduced S1, S2 and S3 Computing Science to our list of courses along with National 4 and National 5 Computing Science, New Higher Computing Science, Young Enterprise. Various Business course have been taught since I qualified. I have taught various courses in the Computing Science disciplines at different levels as well as other Business courses. These have all been taught with the correct amount of preparation and correction. To achieve successful learning and teaching I have made use of existing materials and have supplemented these with presentations and my own resources and activities. Providing new and exciting opportunities, differentiating lessons to suit the individual pupils allow me to fully engage with all of the pupils, making my lessons fully inclusive. I am currently running a pilot in the effective use of Pupil Profiles to help pupils evaluate their skills in specific curriculum projects.

Cooperative skills, team contributions, personal organisation, reflective practice, building confidence and sharing best practice, Learning and Teaching and Behaviour Management. I undertake the organisation and running of extra curricular clubs i.e. coding clubs, sports clubs and revisional study sessions. I regularly undertake curriculum and personal development.
I am currently looking at working with the IT co-ordinator to introduce the Barefoot Computing initiative into FIFE to give my primary colleagues the required skills to deliver some of the Computing Science Outcomes and Experiences. I am also looking to bring in the BBC Microbits ( a brand new product developed by BBC to aid coding) into part of our curriculum to add value and excitment into our junior courses. I am also discussing with the University of Abertay, Dundee ways of bridging the gaps between school curriculums and Further Education.

I am currently implementing the NPA structure and offering training to Local Authority staff on the course.

I find tutoring very satisfying due to see the pupils progress in their development and coming out after the exam having made huge improvements in their subject knowledge.

Tutoring Approach:
Flexible and Reliable adapting my practice to meet the needs of your child.

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Personal Description:
Qualified secondary school teacher. I have been working as a Data Analyst for the last 4 years. Before that, six years' experience - both as a teacher and as a home tutor - teaching the following subjects: Maths, Computing & Spanish, across all key sages. Available to Data Analysis with Microsoft Power BI, evenings, and weekends. I tutor most of my students at home (HP11), or online, and I am also available for in-home tutoring within 5 miles of High Wycombe.

Teaching Experience:
Tutor based in Loudwater (High Wycombe). PGCE qualified. I have been working as a Data Analyst for the last 4 years. Before that, 6 years' experience - both as a teacher and as a home tutor - teaching the following subjects: Maths, Computing & Spanish, across all key stages. Available to tutor Microsoft Power BI mornings, evenings, and weekends. I tutor most of my students at home (HP11), or online, and I am also available for in-home tutoring within 5 miles of High Wycombe.

Tutoring Approach:
I strive for a proactive, practical, and creative approach, a 'can do' attitude, and I'm very much driven to instil confidence in learners.

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Personal Description:
I am Jamila and I have done bachelors in Software Engineering. I have more than 8 years experience of teaching Mathematics and Computer Science to the students of age 10 to 18. I have an year experience of 1 to 1 tutoring of Maths and Computer Science to GCSE students.

Teaching Experience:
.II have more than 8 years experience of teaching Mathematics and Computer Science to the students of age 10 to 18. I have an year experience of 1 to 1 tutoring of Maths and Computer Science to GCSE students.

Tutoring Approach:
Being a teacher my concern is never to get through the syllabus quickly,I always work and rely more on the quality than the quantity.I make it sure that the topic I am teaching is understood by the student completely no matter how many times I had to repeat it

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Personal Description:
Hi, I am Daren, a University of Cambridge graduate with a Masters in Engineering. I am currently a full-time software engineer during weekdays and a math & science tutor in the evenings and weekend. I enjoy tutoring and sharing the knowledge, tips & tricks that I have gained over the years to make understanding difficult topics easier.

Teaching Experience:
I have experience in tutoring high school math & science in the past. I have also tutored briefly at University level.

Fun fact: I also volunteered to tutor music (guitar) at my local church during high school.

Tutoring Approach:
Based on my past experience, I put a lot of emphasis on understanding my student first. Each students have their strengths, weaknesses and style of learning. With this, I will tailor my teaching methods accordingly to ensure my student learn effectively.

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Personal Description:
I am a physics and maths teacher with 18 years teaching experience. I am passionate about helping pupils understand this fascinating subject so that they can reach their potential

Teaching Experience:
I have taught physics up and and including A level for 20 years. I have also taught maths up to GCSE for many years. I am a previous head of science & assistant headteacher. Previously, I am an examiner for OCR Physics at A level and WJEC for Science at GCSE and currently deliver the WJEC specification to students in Wales. I tutor pupils from all examination boards across the UK.

Please message me for any information on Maths or Science.

Tutoring Approach:
My approach to tutoring is to ensure students understand the areas of learning they are struggling with and build on that to ensure confidence in all areas of the course. I challenge pupils on what they already know to ensure it is correctly reinforced and their confidence grows. I tutor using reciprocal learning, where students are able to independently learn a topic and then have a tutorial style lesson where they reinforce that learning. Tutoring styles are always adapted to the needs of the learner which is very quickly established.

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Personal Description:
I am an international student in London seeking to be a private tutor. I am good at teaching English and I have a strong passion for the language. I have achieved an overall band score of 8.0 in IELTS. I can help you learn English and Computer Studies. I can also help you prepare for Cambridge English exams and IELTS.

Teaching Experience:
I have experience of tutoring juniors at high school as they prepared for the university entrance exam in my country.

Tutoring Approach:
I will prepare PowerPoint slides as well as interactive online activities such as Kahoot for children to learn. I can do in-person tutoring as well.

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Personal Description:
I am an experienced Computer Science and Mathematics tutor with over 14 years of teaching students aged 9 - 18 across KS2, KS3, GCSE, and A-Level. I hold an MSc in Computer Science from Birmingham City University and have a strong track record of helping students excel in exams through personalised lesson plans, structured guidance, and homework support. I specialise in making complex topics simple, engaging, and easy to understand, while building confidence in problem-solving and exam preparation. Lessons are delivered online , offering flexible, interactive learning tailored to each student's needs.

Teaching Experience:
I am an experienced Computer Science and Mathematics tutor with over 14 years of teaching students aged 9 - 18 across KS3, GCSE, and A-Level.

Tutoring Approach:
My approach to tutoring is student-centred, focusing on building confidence and deep understanding rather than rote learning. I design personalised lesson plans that cater to individual learning styles and pace, ensuring students feel supported at every stage. I use clear explanations, step-by-step guidance, and real-life examples to make complex topics in Maths and Computer Science engaging and accessible. Regular homework support and practice tasks help reinforce learning and prepare students for exams. I also encourage open communication, so students feel comfortable asking questions and developing problem-solving skills. My goal is to create motivated, independent learners who achieve success.

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Personal Description:
A friendly and humorous Head of Computer Science.

* Head of Computing and ICT at school in County Durham. * Worked as 2nd in Department as Teacher of Computing at School in Durham where I taught for 9 years. *Specialise in Computer Science at GSCE OCR for both papers 1 and 2 as well as Python coding that will assist the students project and exam technique. *I also specialise at Computing at A Level OCR where I teach all the aspects of the paper one section of the course from Hardware, Software to the Mathematical side of Computing. * I am currently the lead mentor at my school for Computer Science trainee teachers where I aim to try and support the trainee as much as possible in the classroom to help them progress. * Currently exam mark for OCR at both GCSE and A Level. I also mark and moderate for the exam board for Imedia along with Cambridge Technicals Level 3 in IT. * I have plenty of hours of online tutoring offered to students and use the latest technology available to show progress for the students in my care. * Vast knowledge of IGCSE Computing where I have been tutoring international students. * Always try to keep up to date with the technology world that is ever changing, humorous and very outgoing personality. * Always felt that I have built up excellent rapport with students over the years and that it helps the students get the best possible results. * Father of 2 boys (14 and 11), enjoy all aspects of sport especially Cricket, Football and Golf.

Teaching Experience:
16 years as teacher.
3 of which I have been Head of Computing at my current school.

Teach across all key stages.

Vast experience at A Level Computing and GCSE Computing especially with OCR.

Tutoring Approach:
Always aim to build positive relationships with students. Make sessions fun so students engage.

Use Google Meet and offer Freeform board to students to help teach.

Always use exam style questions to boost knowledge.

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