Wallsend Computer Studies / I.T. Tutors and Wallsend Computer Studies / I.T. Tuition

Personal Description:
I am 50 years of age and have a wealth of experience in many aspects of life, including education and commerce. I have taught in colleges and schools and have run my own computer software company. I also have experience of property development. I have a passion for teaching and enjoy the challenge of helping students to achieve their best; I enjoy working one to one with students or in small groups; tutorials are tailor made for each student, based on an assessment and previous exam results. I have a BA and a BSC(hons) degree in maths and computing. I also hold qualified teacher status and a Secondary Mathematics Post Graduate Certificate in Education.

Teaching Experience:
25 years of teaching experience including 20 years teaching Motor Vehicle Technology in colleges in Cornwall, Bristol and Essex and 5 years teaching mathematics and several other subjects in secondary schools. I am also a qualified NVQ assessor for Motor Vehicle Engineering.

Tutoring Approach:
I believe that to enable a student to achieve their best a "hands-on" approach is best. Building on strengths and developing weaknesses. I like to work with the students past exam papers so I know exactly where they need help. lessons are are tailor made to the individuals needs.

Subjects

Personal Description:
To fill in later

Teaching Experience:
I am currently working as a teaching assistant for a special needs secondary school in Bromley Borough, having worked in the field of Information Technology for over 11 years. Working for a special needs school in the UK has given me an insight into education in the public sector. The reason I would like to teach Maths and ICT is that they are my favourite subjects. I have undertaken some private tuition in GCSE maths a few years ago and my current work is in the ICT department of my school.

Tutoring Approach:
I believe in one-to-one tuition because it gives the student an opportunity to ask questions about the subject matter, without being seen as stupid. Also, my experience in private tuition has given me an insight into the type of difficulty that students face. Since 2012 I have been working in schools, initially as a supply teacher and recently as a Maths Teacher mainly at GCSE level. I specialise in one-to-one and small group tuition (up to 4).

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Personal Description:
I have got MPhil qualification from the Univertsity of Leicester, UK in Engineering. I am an experienced teacher in Computer and Electronic Engineering at University level.

I am friendly by nature and my students always feel comfortable and enjoy studying with me. Many of my students have already made a successful career.

The tutoring rates are for teaching at my home. An additional cost would apply if I need to travel to the tutee.

I have a clear enhanced DBS certificate linked to CRB online update service.

Teaching Experience:
I have more than 20-year experience in teaching Computer and Electronic Engineering courses at the university level. Teaching is my passion and I take great interest especially when the student is eager to learn. The courses I like to teach are Embedded Systems, Digital Systems, Computer Architecture, VHDL, Engineering Maths, Embedded C programming, Microprocessor, and Microcontroller Design, Electrical Engineering, and other standard Engineering courses.

I also guide and assist in final year projects (especially Embedded Systems and controls area), coursework, assignments, reports and thesis writing.

Tutoring Approach:
I believe in interactive teaching where a student can openly express his/her understanding without any hesitation so that I can figure out where to start from. I devise step-wise simple methods to understand the complex problems and develop their solutions.

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Personal Description:
I am a 33 year old ICT teacher and I am in my 12th year of ICT/Computing and Business teaching. I have taught in both schools and college, and teach a range of qualifications including OCR Technicals, HNC, BTEC Nationals, GCSE's, OCR Nationals, OCR GCSE and OCR iMedia. I have also taught a higher level foundation degree programme. I am easy to get along with and put a lot of my success down to forging a positive relationship with each student. I have studied and taught a variety of Business and Geography modules as well and have confidence in teaching this to degree level. In recent months I have written my first textbook for a BTEC GCSE qualification along with writing specifications for OCR qualifications. In my spare time I coach a local under 16's football side in Kidderminster.

I'm currently taking bookings for January 2022 start. Very flexible with times, please message me to discuss your requirements.

Teaching Experience:
12 years of teaching a variety of school and college qualifications across Worcestershire and the West Midlands

Tutoring Approach:
I have a friendly approach and am always approachable for questions and advice. I produce personalised material that the student can keep with them. I expect my students to complete additional work if asked and will provide them with outstanding tutoring. I am flexible in my tutoring options so that the student and parents can adapt sessions as needed. If you have any questions, please drop me a message.

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Personal Description:
Seasoned instructor in the field of Computer Science and Engineering with ~12 years of full-time experience in classroom teaching and lab management.

Solid understanding of computer science subjects and programming fundamentals.

Love teaching and always try my level best to match the frequency of students.
Taught successfully to University students , GCSE and A level since 2014.
Always aim to inspire and motivate students to become great and excel in their chosen fields.

Teaching Experience:
• Highly appreciated technical instructor by college senior management for effectively communicating complex technical information to struggling students, flexing instructing style to meet diverse audience needs and improvising curricula for thorough understanding.

• Imparted technical guidance to engineering students for 3 final-year thesis projects, through the conceptualization and coding to the delivery and final presentation.

• Designed detailed and comprehensive course packages for programming languages viz. C, C++ and Core Java. Conducted home tuitions and worked as a freelancer with private training institutions for the same.

University Level Tutoring Experience in UK :
Taught Computer Science theory and Programming with hands on experience to students from Coventry University, Queen Mary university London ,Leicester and Glasgow universities.

Subjects Taught: Core Java Programming, Operating Systems, Database
Object Oriented Concepts, Computer Organization , File Structures and Computer Networks.

A Level and GCSE Tutoring Experience in UK
Conducting GCSE OCR theory and programming tutions since 2014 .

Have been teaching, Python programming, Theoretical knowledge of data structures, Trace Tables and Algorithms, Systematic problem solving, Networking, Database and functional programming to A level

COMPUTER SCIENCE THEORY SUBJECTS :
1. Database design
2.Class and Object Modelling with sequence diagrams
3.Operating Systems
4.Programming Fundamentals.
5.HTML
6.Fundamentals of computer networking

** Please make a note that I don't take any project work . I only teach the coursework subjects and languages with hands on experience which are mentioned in my profile .

ONLINE TUITION - FOR COMPUTER SCIENCE PROGRAMMING

Tutoring Approach:
Start with Introduction .I make sure that student has understood the basic building block and programming techniques
Practice with lots of examples , refer question papers ,Explain exam techniques and give them homework.

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Personal Description:
"After bachelor and masters in computer applications for 6 years, Since 2006, Servicing and advancing along with IT Industry. Being specialised more than a decade in Enterprise Software Architecture and BigData Technology Space, have been enjoying solving problems in BigData, such as streaming solutions Confluent Kafka, data design in NoSQL databases (HBase, Cassandra,..), search indexing solutions (Splunk, Solr..), data processing techniques using different frameworks Spark, Kafka, data visualisation presentations using Tableau, QlikView/QlikSense, Sisense, Banana, Kibana, BigData Security exposure and expertise in SSL and Data Protection, Cloud hosting and management solutions experience with AWS and Azure, Put solutions around VPC and integrating Cloud and On-premise clusters."

Teaching Experience:
5 years in tutoring and mentoring

Tutoring Approach:
Student frequency level to digesting subject.

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Personal Description:
I work as a Senior Software Developer. I have done M.Sc. in Web Technologies from the University Of Southampton, with distinction. My Second master degree is in Computer Applications, with distinctions. I have published one academic paper so far. Recently I have completed management certification from the Chartered Management Institute (CMI).

I have the diverse skillset. That ranges from Computer science to the core web development. I have a full stack programming experience which includes - PHP, JAVA, hybrid mobile app development, web services, front-end technologies (HTML, CSS, JavaScript, AngularJS, etc.) And, databases like MySQL.

Teaching Experience:
Recently I have finished teaching JAVA and Hybrid Mobile App development.

As a part of my work, I mentor and teach new Joinees.

I am a volunteer teacher at Code Club, where I am teaching how to code to the kids.

Tutoring Approach:
Teaching is an art, and I believe in explaining the basic concept clearly, and then explain things with examples from the real life that helps to get a better understanding.

I do not mind answering questions until the concept is clear to the core.

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Personal Description:
Hello! I'm Garrie, a tutor for Maths/Physics/Engineering/Chemistry/Computing at university and secondary school level, and one of the top-rated tutors in Scotland.

I am a full-time tutor, with a background in academic teaching and research, having previously held posts as Research Assistant / Teacher at the University of Glasgow's School of Engineering.

I graduated from the University of Glasgow in 2011 with a first class B.Eng. (Hons) in Aeronautical Engineering, finishing at the top of my class. I also previously conducted postgraduate research and teaching duties at the University of Strathclyde.

I am deeply passionate about my subject and the fields which underpin it. I enjoy sharing that passion with others, and helping them to comprehend these subjects in a way that is hopefully inspiring and interesting to them.

Teaching Experience:
Having tutored for over 15 years, I've helped 500+ students improve their grades and achieve the exam results they were hoping for.

I've helped students from across the globe, including high school students sitting Scottish SQA qualifications (Nat 5, Higher, Advanced Higher, HNC and HND, etc), AS/A levels from various UK exam boards (AQA, OCR, Pearson/Edexcel and WJEC Eduqas), and University students from Mathematics, Physics, Aerospace, Mechanical, Electrical and Civil Engineering departments across the UK. I also prepare students for entrance exams to top schools/universities, and help mature students prepare to return to education after a break.

In my previous roles I lectured course modules and supervised student projects in a top 100 global university in my role at the University of Glasgow's School of Engineering. I taught subjects of all levels across the engineering disciplines (aerospace, mechanical, electronics/electrical) - from foundation years, undergrad, up to postgrad MSc/Masters level, and have an excellent reputation and feedback within the School of Engineering.

I also taught in my role as a research student at the University of Strathclyde, providing tuition and guidance to Mechanical Engineering undergrads during lab demonstrations and tutorials.

Tutoring Approach:
Each student has individual needs and learning styles, and I aim to tailor my approach to match the student, and give them some control over how they want to be taught.

Students will have a say in what they learn from me, and how we approach it, helping me to identify their strengths and weaknesses, and structure a learning programme that complements them.

I intend for my students to gain a solid foundation and interest in their subject, and develop their own revision skills to improve their capacity for independent learning - it isn't just about passing the exam, but about nurturing an interest the subject and developing skills for the future.

I believe that the best way to learn is to enjoy yourself while doing it, so I aim to keep the sessions engaging for the student.

I am not a secondary school teacher, and do not teach like one. Feedback from clients suggests that the approach of many teachers doesn't resonate with all students, often failing to inspire them/their children to take an interest in a subject that could be interesting for them if they were introduced to it from the correct perspective. I aim to provide that missing perspective - expanding on what's taught in the classroom and filling in the gaps are left in the classroom.

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Personal Description:
I am an experienced personal assistant with excellent communication skills. Currently, I am working part-time. Therefore, I would like to make myself useful and tutor students that require some Computer Study guidance. With more than 10 years of experience of operating a computer system, I will be able to provide the best understanding for the students. I received my pedagogical qualification while studying at the for the Bachelor Degree.

Teaching Experience:
My only teaching experience was during my volunteering activities back in university.

Tutoring Approach:
My method is to first asses the current knowledge of the student. Secondly, I will set a precise goal that has to be achieved. Finally, I will proceed with teaching by combining the strong and weak parts in student's comprehension skills.

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Personal Description:
Hello, I'm a Lecturer at Cardiff University with expertise in cybersecurity, Python programming, and data science. Over the past 8+ years, I've worked with students at GCSE, A-Level, and University levels, helping them improve their understanding, build confidence, and achieve their academic goals.

As a tutor, my approach is all about finding what works best for the student. I appreciate that every student learns differently, so I tailor my lessons to suit their individual needs, whether that means simplifying challenging concepts, using real-life examples to make things relatable, or working through problems step by step to build their confidence.

I pride myself on being patient, approachable, and flexible. I'm happy to adjust schedules, provide extra support when needed, and ensure the students get the help they need to succeed. My goal isn't just to help them improve their grades, but also to inspire a love for learning and equip them with skills they can use beyond the classroom.

Parents often tell me they appreciate how much care I put into my teaching and how quickly their children feel at ease during our sessions. I know how important it is for you to feel confident that your child is getting the support they need, and I take that responsibility seriously.

If you're looking for a tutor who's committed to helping your child thrive in computer science, cybersecurity, Python programming, or data science, I'd be delighted to support them. Let's work together to help them reach their full potential!

Teaching Experience:
2016-2018: Assisted postgraduate and undergraduate labs and tutorials at Cardiff University, School of computer Science & Informatics. Modules included: Python & Java programming, Web Applications, Computer Architecture, Distributed and Cloud Computing, Data Visualisation with Python, Year 2 Group project Supervision.

2016-2022: Private tutor. I have successfully helped a range of students throughout the years. I have taught and mentored students from GCSE, AS and A-level all the way to university level. I have a good proven track record of helping students with, including the Python programming language.

2021 - 2022: Lecturer at Cardiff University.

Tutoring Approach:
I aim to provide a solid grounding in the subject while paying close attention to the needs of the individual. I understand that every student has a unique way of learning. An initial meeting establishes the student's needs and the direction tuition should take. Then we begin working on a programme of study which focuses on filling gaps in knowledge and addressing any areas of weakness.

A key element in my teaching is that I do not only help the student understand the necessary material, but I teach them how to think. This is an essential skill in the Computer Science field. During the sessions I also try to inspire the students and make them passionate about computing.

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Personal Description:
I have worked in the IT industry for over 25 years and have a First Class Degree in BSc Computer Science, I am also a member of the British Institute for IT and a registered STEM Ambassador. I have a passion for all aspects of digital technology and I am an experienced programmer. I have full DBS clearance and certification.

Teaching Experience:
I have taught ages 11 to 18 in ICT and Computer Science at GCSE and A Level in schools in Liverpool, Wirral, and wider Cheshire and North West region. I have also taught BTEC IT and iMedia courses and regularly assist with coding events for children of primary school age. I'm familiar with all curriculum content and complete knowledge of all topics in detail. I have a PGCE in Secondary School Computer Science and I am a Qualified Teacher in the UK. I have also taught maths at GCSE level.

Tutoring Approach:
My career background is in digital media and graphic design which I believe helps me communicate the subject in an effective and vivid way using visual aids extensively. I try to make the subject as relevant to real-life terms and situations as possible to provide context and also link the topics to familiar concepts for the same reason. For abstract and technical subjects like programming and maths I believe a 'grounded' approach is important to make the learning more accessible, together with encouraging practice and practical application of skills. My subject knowledge, enthusiasm and friendly approach helps my learners to gain the confidence and ability to succeed in their studies.

I have been 100% successful in helping my tutees achieve exam success in Maths including a student with special educational needs who gained a grade 5 at GCSE.

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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 have a doctorate in Mechanical Engineering (PhD), with years of first hand experience in satisfactorily engaging and supporting students as I attempt to demystify and tear down barriers (or challenges) in different subjects areas. I am passionate and enthusiastic at teaching Mathematics, Physics, Engineering related modules and Computer related modules including programming as I create an empowering environment for students while demonstrating empathy, pastoral care and patience at all times. I have gained an extensive knowledge base to enable me deliver an outstanding knowledge transfer process to stimulate curiosity, interaction and connection with students in their respective subjects of interest. I have successfully tutored students at GCSE , A levels and BEng programs. Again, I have lectured at College and University level on Science and Engineering related subjects while promoting equality, diversity and inclusivity at all times. In addition, I have excellent communication skills and ensure I offer bespoke teaching and learning that is tailored to the student's needs or requirements. Furthermore, I am fascinated at the opportunity to engage in problem solving, critical and analytical thinking. Hence, I am happy at the prospect to coach, mentor and offer pastoral care to others as I help resolve a challenge and put a smile on a face.

Teaching Experience:
I have hand on experience of engaging in pedagogical activities especially in a 1 to 1 session. I have applied active student teaching and learning styles to facilitate learning in different areas and support learners in:
-Mathematics
-Physics
-Applying productivity software including MS office suite including MS Excel for statistical thinking
-Computer modules: coding and programming using MATLAB, Python and Java
-Mechanical Engineering modules: Mechanics, Fluid Dynamics, Thermodynamics, Structural Analysis and Design using different Computer Aided Design software including SolidWorks, Autodesk Inventor, Fusion 360 as well as Ansys
-Report writing (essay, coursework report and dissertation)
Thus, I have supported diverse students in different subject areas to excel in their examinations with outstanding grades. I have lectured at University of Greenwich International College, Northumbria University and Coventry University as well as volunteered with Action Tutoring in supporting disadvantaged children with their learning. My experience enable me manage and meet the expectations of my students as I deliver a robust and standard explanation in different subject areas.

Tutoring Approach:
Typically, I elicit learning from my students by finding areas of the topic they find difficult, lack confidence and find challenging. Then, I facilitate engagement by starting my lesson from there as I clarify concepts, misconceptions or difficulties. I signpost and support the students by exploring and exposing them to the basic fundamentals of the subject. Then build their confidence in tackling related questions. Thus, empowering the students to gain a deeper insight in understanding the easy approach to learning as well as becoming competent, confident and successful in the subject of study.

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Personal Description:
After graduating from the Computer Education and Instructional Technology department in 2005, I gave training in private computer courses for 2 years. Then I worked as a Computer and Software Teacher at the Ministry of National Education for 15 years. During this time, I worked as a freelance in the fields of Web site design and graphic design. Since I worked in the field of Instructional Technologies for 4 years in undergraduate education, I specialized in managing the learning and teaching process in a student-centered manner. In 2021, I still continue to be the founding trainer of a company, which provides consultancy and software training in the field of IT.
I summarize my approach to education and teaching philosophy with this sentence: I change my teaching way if a child can't learn. Apart from my IT expertise, I have 16 years of teaching experience in the field of dance teaching. I also have expertise in Creative Movement and Dance Therapy, where I am still working in various dance schools and organizations in London.

Teaching Experience:
After graduating from the Computer Education and Instructional Technology department in 2005, I gave training in private computer courses for 2 years. Then I worked as a Computer and Software Teacher at the Ministry of National Education for 15 years. During this time, I worked as a freelance in the fields of Web site design and graphic design. Since I worked in the field of Instructional Technologies for 4 years in undergraduate education, I specialized in managing the learning and teaching process in a student-centered manner. In 2021, I still continue to be the founding trainer of a company, which provides consultancy and software training in the field of IT.

Tutoring Approach:
For me, designing the teaching and learning process is my greatest passion! I summarize my approach to education and teaching philosophy with this sentence: I change my teaching way if a child can't learn.

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Personal Description:
Hello, I'm Balakrishnan, but you can call me Bala. I'm a dedicated MSc Physics student with a strong foundation in both physics and mathematics. My educational journey has been diverse, including a B.Tech. in mechanical engineering, which has equipped me with a holistic understanding of scientific principles. With my passion for physics and mathematics, I find myself proficient in explaining complex concepts in an easy-to-understand manner. Whether it's unraveling the mysteries of physics or delving into the intricacies of math, I'm here to guide you every step of the way. In addition to my physics and math background, I've ventured into the world of computer science, thanks to its integral role in my studies. While I wouldn't call myself a computer science expert, I do possess a solid foundational knowledge that can be incredibly helpful, especially when tackling computational challenges in physics and beyond.

Teaching Experience:
While I may not have formal teaching experience, my journey through academia has taught me the art of breaking down complex ideas into manageable pieces. I believe in fostering a collaborative learning environment where we explore subjects together, ask questions, and seek solutions. Your success is my priority, and I'm committed to adapting my approach to match your learning style and pace. Tutoring is my way of sharing the excitement I feel for physics, math, and learning in general. While I may not have a teaching background, I've often found joy in helping friends grasp concepts and overcome academic hurdles. I'm thrilled to bring that same enthusiasm to our tutoring sessions.

Tutoring Approach:
I'm passionate about interactive learning and open communication. Just like you, I'm naturally curious and thrive on the joy of discovery. In our sessions, I encourage you to ask questions freely, no matter how big or small. Your questions are invaluable, driving our discussions. If I don't have an immediate answer, we'll embark on a joint research mission. I'm here to adapt to your learning style, offering insights beyond the basics. Let's explore, question, and grow together, nurturing understanding and curiosity every step of the way.My tutoring approach is centered around interactive and engaging interactions that foster a dynamic learning experience.

Learning is a personal journey, and I'm committed to tailoring our sessions to your unique learning style. Whether you're a visual learner, an avid problem-solver, or someone who benefits from real-world applications, I'm here to adapt my teaching methods to what resonates best with you.

Whether you're preparing for exams, aiming to deepen your understanding, or seeking guidance in computer science basics, I'm here to support you. Let's embark on this learning journey together!

Feel free to reach out, and let's discuss how I can assist you in reaching your academic goals.

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Personal Description:
I am Samson Shaji. I worked as Technology Analyst(Azure AI Engineer) in INFOSYS for last 3.8 years. Now I am student of MSc iin Computational Mechanics at Swansea University, Swansea, Wales. I love to understand and know about the laws of universe which is written in the language of mathematics as Galileo Galilei says- "The book of nature is written in the language of mathematics". So I try to understand the approach of scientists to learn about the unreasonable effectiveness of Mathematics. I would like to share the understanding of the mathematics to others as I also have the passion to teach others and explain the mystery of mathematics in an understandable manner.

Teaching Experience:
While I was working as Technology Analyst( Azure AI Engineer) in INFOSYS, I used to be a Maths and Physics tutor. Since I have a passion to teach other, I got many students of 11-18 years.

Tutoring Approach:
I use the practical approach of tutoring Maths as every chapter has its physical significance and relevance. So the approach would be to understand the problem of the student and to address it practically and conceptually. Thereby solving the problems or mistakes that the student is keen to make.

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Personal Description:
My name is Benjie. I'm a recent Computer Science graduate from University of Highlands and Islands. I am excited about the opportunity to help others build their confidence in programming, mastering the school curriculum, or overcoming complex concepts.

I'm very passionate about many computing related topics, as well as working with people and understanding their individual needs.

I have experience in various programming languages (Python, JavaScript, PHP, Go, C, HTML/CSS, Visual Basic, Java), and other technologies (Databases, Linux, Networking, etc.).
I finished school in Edinburgh just over 4 years ago, so I'm familiar with the school system.

I am able to travel within Orkney, but will have to charge for travel expenses.

Teaching Experience:
I have helped friends learn programming and overcome computing concepts, and I'm excited to start tutoring and help other learn.

Tutoring Approach:
I will prepare individual lessons based on what students need to learn. The lessons will be paced to match a student's individual needs and learning styles, and I can be patient and empathise with anyone finding a subject challenging.

I aim to put strong emphasis on building students' confidence and making programming and other technical topics fun to learn.

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Personal Description:
27, Graduated with 1st Class Hons. in a Computer Science Integrated Masters' Degree (Artificial Intelligence) from University of Manchester.
Have done previous online tutoring for Mathematics, Computer Science and Music (Piano and Clarinet) and have worked as a software engineer for Accenture, since graduating university in 2021.

Teaching Experience:
Currently teaching Computer Science and Mathematics at Oxford International College Brighton, covering the Cambridge International curriculum for Years 10-13 (iGCSE and AS/A Level).

Last year, 60% of my Year 11 students achieved Grades 7-9 (A to A* equivalent) for their IGCSE Computer Science exams.
This year, all my Year 11 students are predicted to have a Grade 9 (A* star equivalent) and more than 50% of my Year 13s an A* before sitting their final exams.

Tutoring Approach:
My approach involves three key strategies:

- Working through and verbally explaining past paper questions in a certain topic: this strategy allows the tutee to consolidate their understanding of any complex topic very effectively, as it clearly shows if there is a discrepancy between the quality of their written work and verbal explanations

- Getting to know the tutee's personal interests and hobbies, as this will allow me (as a tutor) to draw crucial connections that help them see where a concept is applied in their daily life (e.g. projectile motion and parabolas in the motions of flying balls in sports, data structures and algorithms being used in various online games of today...)

- Frequent questioning to make sure the sessions involve maximum engagement and active learning from the tutee's side: the questions may involve checking understanding, complex reasoning, fact verification and more

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