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

Personal Description:
B.Sc.(Hons) Geography with Geology and Economics at Swansea University
Ph.D in Geomatic Science at University of Newcastle-upon-Tyne
Married with 2 daughters

Teaching Experience:
Tutoring of friends' children to GCSE during past 10 years
Private tutoring for 20 years

Tutoring Approach:
My approach to tutoring is to reinforce teaching of topics that are simultaneously being covered at school, and to overcome difficulties hghlighted by the students themselves in a more relaxed but studious environment; this may be in their own home or mine.

Subjects

Personal Description:
B.Sc.(Hons) Geography with Geology and Economics at Swansea University
Ph.D in Geomatic Science at University of Newcastle-upon-Tyne
Married with 2 daughters

Teaching Experience:
Tutoring of friends' children to GCSE during past 10 years
Private tutoring for 20 years

Tutoring Approach:
My approach to tutoring is to reinforce teaching of topics that are simultaneously being covered at school, and to overcome difficulties hghlighted by the students themselves in a more relaxed but studious environment; this may be in their own home or mine.

Subjects

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:
I am an accomplished educator with a wealth of experience spanning multiple academic levels. I hold the role of a College Lecturer and am also a certified teacher from Liverpool John Moores University. My teaching journey has encompassed learners from Year 7 up to Advanced Level, as well as university students. My academic background includes a First-Class BSc (Hons) degree in Software Engineering from Kingston University and a Master's degree in Computer Science with Artificial Intelligence, achieved with Distinction. I am also currently pursuing a PhD in the field of Artificial Intelligence.

Furthermore, I have successfully completed the NIPQML (The National Professional Qualification for Middle Leadership), underscoring my commitment to effective educational practice. My approach is characterized by approachability, reliability, and enthusiasm. I bring extensive expertise in teaching a variety of subjects, including Maths, Chemistry, Biology, Physics, and Computer Studies, with experience spanning GCSE, Advanced Level, and university-level education.

Teaching Experience:
With an extensive teaching background spanning numerous years, I have successfully instructed students from diverse backgrounds and age groups in subjects including Maths, Physics, Chemistry, Biology, Business Studies, and Computer Science. My teaching expertise encompasses multiple examination boards, specifically AQA, OCR, and EDEXCEL. I have experience instructing at various levels, including GCSE, IGCSE, BTEC, AS, and A2.

Currently, I hold the position of a Computer Science and Digital Technology Lecturer at a college in Merseyside. This role allows me to continue fostering educational growth and instilling valuable knowledge in my students.

Tutoring Approach:
I possess a deep understanding of children's diverse learning styles, enabling me to craft lessons that incorporate effective teaching techniques to optimize their learning experience. My primary goal is to nurture learners' confidence, achieved through the use of straightforward methods that render complex concepts easily graspable. My approach thrives on interaction, ensuring that lessons are dynamic and engaging, ultimately cultivating effective learning and enhancing children's cognitive abilities.

During tutorials, I actively engage with students to create an immersive learning environment. This approach not only ensures real-time comprehension but also bolsters critical thinking throughout the lesson. Utilizing meticulously updated PowerPoint slides, I harness their potential as a teaching tool. These slides, coupled with a comprehensive array of resources-ranging from notes and specifications to exam techniques, knowledge organizers, recent past papers, and marking schemes-form an integral part of my teaching strategy.

For group classes, I require a minimum of 5 students to foster collaborative learning. The pricing structure for these classes is as follows:

- KS3: £20 for a two-hour session (Maths/Triple Science)
- KS4: £25 for a two-hour session (Maths/Triple Science/Computer Science)

This pricing scheme ensures quality education in a supportive group setting. Your child's learning journey is my priority, and I am dedicated to providing an enriching experience that fuels their growth and success.

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Personal Description:
I am a mother of 2 with 10 years+ of teaching as a TA and 10+ working as a tutor. I am currently working with young people up to the age of 18 with RMBC and I also work with young people with disabilities.

Teaching Experience:
I have worked in primary education for ten years. I have worked as a one to one with children with Special Educational Needs and developed my skills training to be a Higher level Teaching Assistant.
Throughout my time in Primary education, I have worked effectively with teams in Key Stage one and two. Due to my extensive experience and educational background I often cover for teachers. I am able to confidently teach from a given plan, adapting the teaching where required and utilising support staff effectively. I have a solid understanding of the essential skills and learning outcomes and have used this knowledge to support children where necessary.

Tutoring Approach:
I believe in a personalised learning approach. The activities I use are dependent on the child and the way they learn. I understand that children can learn visually, kineasthetically or can be auditory learners. Therefore I adapt my teaching and my activities to suit the learner.

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Personal Description:
I'm a certified teacher working as a tutor for students in Norfolk and across the UK. In university I completed a specialist in psychology, while also minoring in English literature. I also completed my teachers' training, specialising in English, as well as excelling in teaching maths and technology. Here is a list of the subjects and levels I tutor:

Psychology for GCSE and A-Level.
English for Key Stages 1-3 and GCSE.
Maths for Key Stages 1-3 and GCSE
Computer Programming for all ages.

I mainly focus on online tuition, delivered using Skype or other platforms. While most of my online students are in KS3, GCSE and A-Level (and degree students for psychology), this option can work for students who are in year 4 and above, so long as they are familiar with the basics of using computers. For maths, I make use of Idroo, an online whiteboard which is useful for practicing questions. For computing, I am able to assist with programs relevant to both Microsoft Windows and Chromebook.

Please see the "Subject Taught" section below for rates per subject and level.

Also, don`t hesitate to contact me if you have any questions.

Teaching Experience:
I started working as a tutor in London and Surrey in 2013/2014, mainly for students who had been excluded from school. In 2015 I relocated and began tutoring private clients in East Anglia. In 2016 I started offering online tuition, first using Skype, and now with Zoom. I now tutor virtually all of my students online, though I will occasionally tutor at a student's home when my schedule permits.

Tutoring Approach:
For younger students, I assess them on their first appointment to see where their strengths and weaknesses are. I then focus the lessons on the areas they need improvement in, using an individualized approach that is suitable for that particular student. I also help students prepare for examinations, such as the GCSE; in this case I mostly focus on giving them tasks and questions that resemble what they will face on their tests.

For A-level and degree students, I'm usually asked to provide assistance with a specific task. For example, I've helped my students construct outlines in order to structure their essays, answer typical questions that will come up on their exams, and proof read their essays to check content, clarity and grammar. I can also clarify theories that are difficult to understand and help students generate ideas for their thesis.

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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:
Hemananda (Ravi)
Motivational and patient tutor with 25+ years' experience in IT and education. I simplify complex topics using real-world examples, interactive Q&A, and tailored practice. My lessons build confidence, clarity, and lasting understanding. With international exposure and deep technical expertise, I guide students through software engineering, programming, databases, and business concepts with precision and empathy. I'm currently writing a book to make Software Engineering more practical and accessible for learners and professionals alike.

I am well versed with the following development tools, databases and software:
- Python, Numpy, Pandas, R
- Machine Learning (KNN algorithm, Naïve Bayes, Neural Network, Decision Tree, etc.)
- PHP
- Visual Basic .Net, ASP .Net
- Oracle Apex
- Oracle Forms 6i, 9i, 10g
- Oracle Reports 6i, 9i, 10g
- Oracle SQL Loader
- Oracle Designer 6i, 9i, 10g
- Oracle Discoverer 10g (Discoverer Plus 10g, Discoverer Viewer 10g)
- Visual Basic 6.0, C, C++, 4D, Windev, Forms Designer, Prescribe, HTML, Java, Javascript,
- Microsoft Front Page, Macromedia Dreamweaver, Flash, Image Composer, XML, Seagate Crystal Reports, Microsoft Project, Microsoft Word, Microsoft Excel, Microsoft Powerpoint
- Microsoft Access, Oracle Database 8, Oracle Database 8i, Oracle Database 9i, Oracle Database 10g, and Ms SQL Server, Oracle Database Express Edition

Teaching Experience:
I have been offering private tuitions since 2001 for a side income as well as for charity purposes. My students were:
1. Primary students (Mathematics, English, French, Computer Studies/IT)
2. Secondary students (Mathematics, Statistics, Accounting, Economics, Computer Studies/IT)
3. Tertiary students (Mathematics, Accounting, Computer Studies/IT), including British Computer Society (BCS) students
Notes:
(a) I am very pleased that one of my BCS students topped the Software Development module including the Database Management Systems module examinations in Mauritius.
(b) I have assisted more than 50 students in their final year IT project (including the analysis/design/development of the system).
(c) I am also proud to say that after more than 3 failed attempts in renowned institutions, I have succeeded in getting 8 BCS students to be through the Software Development module examinations in their first 6 months being tutored by me.

I have equally provided training courses on programming (to name a few: Visual Basic, Oracle SQL and PL/SQL, etc..) for at least 8 years.

Tutoring Approach:
Every new batch of tuition starts with getting to know more about the students. It is at the same time important to give the students enough space to familiarise themselves with me. A discussion will then follow to scope down what will be covered in the syllabus. A work plan is also devised with the aim to complete the syllabus well before the examinations, so as to have adequate time for revision. The following steps outline the process of each tuition session:
1. Initiate the subject or topic based on discussion of a real life example / scenario
2. Introduce the theoretical part of the subject or topic
3. Explain how the theory links to the real life example / scenario
4. Work out and explain some examples
5. Immediate evaluation of student's understanding through questions and answers
6. Repeat steps 4 and 5 until satisfactory response of the student (steps 1, 2 and 3 may also be repeated if required)
7. Give homework and a brief discussion on what will be covered in the next tuition session

Note: Each tuition session starts with the correction of the previous session's homework and explanation of any problem areas, including a summing up of what was covered in the previous tuition session.

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Personal Description:
I grew up with early computers such as the ZX Spectrum, and was writing simple programs from the age of five. Thirty years on, I now have 13 years experience working as a programmer in the videogames industry. I've worked on games that have sold millions, including Rollercoaster Tycoon 3, Kinectimals and Kinect Disneyland Adventures.

Programming languages I've worked in:

C/C++
C#
Python
Lua
Java
Perl
68000 assembly language
HTML
Training languages such as BASIC, Pascal, LOGO, Scratch and MIT App Inventor

Technologies I've worked with include:
Unity (game development system)
Windows Presentation Foundation (WPF)
Allegro


I worked on the following games:

Dog's Life (2003) - PlayStation 2
RollerCoaster Tycoon 3 (2004) - PC
RollerCoaster Tycoon 3: Soaked! (2005) - PC
RollerCoaster Tycoon 3: Wild! (2005) - PC
Thrillville (2006) - PS2, Xbox, PSP
Thrillville: Off the Rails (2007) - PS2, XBox 360, Wii, PC
LostWinds: Winter of the Melodias (2009) - Wii
Kinectimals (2010) - XBox 360
Kinect Disneyland Adventures (2011) - XBox 360
Games for Code the Classics (2019) - book published by Raspberry Pi Press
Partition Sector (2021)
Games for Code the Classics Volume 2 (2024)
Reality Drift (2026)

Teaching Experience:
I have been tutoring for nine years, during which time I have tutored around 200 students at all levels.

Tutoring Approach:
Tuition is available both locally (Newmarket area) and nationally (via Teams, Discord or Google Meet, using screen sharing). I can do 45 min or 1 hour sessions.

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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:
In the years 1998-2005 I worked in the IT industry. My responsibilities mainly covered administrating Operating Systems and troubleshooting computer networks in small to medium businesses. I spent most of my time working with customers troubleshooting problems. I found I had a natural talent in communicating with people in a respectful and considerate manner. It also led me to improve my customer service skills which I continue to find useful as a teacher at City College Plymouth.
I have been studying a Computer Networks degree (graduated 2014) and MSc Network Systems Engineering (finishing in March 2018) at Plymouth University.
I am enthusiastic and well-organized with sterling interpersonal and communication skills.

Teaching Experience:
For the last four years I have been teaching IT, Maths and Engineering at the college, delivering lessons for levels 3-5. Alongside teaching I have achieved my certificate in Award in Education and Teaching and currently I am undertaking level 5 Diploma in Education and Training.

Tutoring Approach:
I am very happy and proud delivering my knowledge and demonstrating my skills to others. However, I plan my lessons taking care to follow best practice and deliver using active learning strategies and differentiate effectively through a variety of means. I encourage and support students with walking through problems using probing Socratic questioning to give them the opportunity to find the solution(s) themselves.

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Personal Description:
I am a friendly professional tutor who will be able to help you to meet or exceed the targets you set for yourself.
I live locally and can travel to your place.
I adopt a teaching strategy which is motivational and interesting, ensuring the student gets maximum attention and satisfaction from the session.

Teaching Experience:
I have 20 years of teaching experience in a range of school settings. I have been Subject Leader for Computer Science for the last 13 years and I have a proven track record for success, with 90% of students meeting or exceeding their target grades in both ICT and Computer Science every year. I have been teaching GCSE Computer Science since its introduction and all my students have achieved well in exams.

Not only have I taught at a GCSE Level but can also support the development of coding skills from the primary age range.

As well as teaching A Level Computer Science, I am also an examiner for the A Level specification.

Tutoring Approach:
I am very organised and my approach to tutoring ensures excellent success rates. I am reliable and effective. Within the
tutoring sessions I also believe it is important to establish positive tutor/client relationships.

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Personal Description:
Hi, my name is Shannon and I am currently studding at the University of Derby and getting a degree in Law. I have received tutoring myself and understand how beneficial it can be to help advance education. I am dedicated to helping you to achieve your highest potential and that you are pushed to achieve your best.

Please note: If you are looking for tutoring in Maths or Combined Science I work with students working on the foundation papers. I am also able to working on individual sciences if one subject requires more attention than another, also at foundation level.

Teaching Experience:
I have experience in tutoring, this started off with family and then younger pupils. Most of the experience I have gained has been tutoring at Primary level in Maths and English However, I do have experience in teaching at ages 11-14 years.

Tutoring Approach:
My approach to tutoring would be based online on an agreed platform, such as zoom. I would start off the first session by getting to know the student, their strengths, their weaknesses, finding out where they struggle most, discussing the best techniques that would be most beneficial to them as an individual as well as answering any questions. Then I would adapt each lesson to the student's preferred learning methods. The lessons may be in form of quizzes, helping to better understand a topic, exam prep, homework help, mini tests, and engaging lessons.

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Personal Description:
Greetings! I'm a dedicated and passionate Computer Science student at King's College London, with a drive to make learning an engaging and empowering experience for all my students. My journey has been one of continuous growth, from helping classmates with homework to mentoring students and even my own siblings. These experiences have not only honed my academic skills but also deepened my understanding of the challenges students face. My commitment to learning goes beyond academics; I'm an avid problem solver and believe in fostering creativity and critical thinking. Outside of the academic realm, I enjoy exploring the intersections of technology, art, and society, which often provides unique insights that I love to share with my students.

Teaching Experience:
My journey as an educator has been shaped by diverse experiences. I've tutored primary school students, assisting them in grasping fundamental concepts through interactive and relatable methods. With high school students, including A-level candidates, I've delved into the complexities of Computer Science, Maths, Physics, and Chemistry making abstract ideas tangible through real-world examples. Beyond technical skills, I've been a mentor, helping students build study strategies, time-management skills, and self-confidence. My approach involves creating a comfortable environment where questions are welcomed, mistakes are seen as stepping stones, and learning is tailored to individual needs. Through various roles, I've realized that education is not just about information transfer, but about inspiring a hunger for knowledge that extends beyond the classroom.

Tutoring Approach:
My tutoring approach can be summed up in three words: Engage, Empower, Elevate. I firmly believe that engagement is the cornerstone of effective learning. I strive to make even the most abstract concepts relatable by drawing parallels to everyday experiences. This fosters curiosity and a desire to explore further. Empowerment comes from creating a safe space for students to voice their questions and ideas without hesitation. Together, we tackle challenges, building not only subject mastery but also self-assurance. Lastly, elevation entails guiding students to see beyond the immediate coursework, encouraging them to think critically and relate their learning to broader contexts. Through a balance of guidance and autonomy, I aim to equip my students with skills that extend well beyond exams-skills that will serve them throughout their academic and personal journeys.

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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:
An expert at Physics and Information Technology across all grade levels.

Teaching Experience:
I have been an educator for the past 13 years.

Tutoring Approach:
Every child can learn, every child must learn.

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Personal Description:
I am an experienced software engineer in financial industry focusing on building low latency trading and risk applications. I have experience in programming in Java and Python and can well-versed in multiple programming languages like c++ and R. I also have experience in using RDBMS/SQL and nosql.

I am also capable in system design and architecture. I can share my best practice in building complicated applications and this can help on tackling coding assignments and final year projects. Also for data science programming in python and handling large volume of data becomes crucial and I am able to provide fruitful advices

Teaching Experience:
I have experience in teaching/mentoring university graduates and adults with interests in programming and data science topics.

Tutoring Approach:
Instead of having boring lectures, I will provide hands on sharing in programming thru:

1. pair programming
2. troubleshooting and debugging skills
3. understanding of data structures and algorithms for example time complexity and space complexity
4. performance tuning tips
5. career advice for high bar software engineer positions (e.g. investment banks or FAANG like tech firms)

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