Milton of Campsie Computer Studies / I.T. Tutors and Milton of Campsie Computer Studies / I.T. Tuition

Personal Description:
I have a dual background in Electrical Engineering and Psychology and retired in 2007 after 20 years as a University lecturer. At different stages in my career I have taught telecommunications engineering, computer programming, software engineering, artificial intelligence and psychology. For relaxation I listen to jazz and blues.

Teaching Experience:
I have been tutoring students since March 2008 and am able to offer maths, physics and ICT from primary up to 'A' level, and general science (biology, chemistry, and physics) up to GCSE level. I have taught GCE A-level Maths, Further Maths and Physics with a number of students who have obtained places at Oxbridge/ Russell Group Universities to study Engineering, Maths, Medicine and Economics. A number of my tutees have been following courses in IGCSE Maths or Science or the IB in Maths or Physics. I have also taught students with Statements of Special Educational Need who have succeeded in obtaining qualifications in Functional Skills in Maths, English and Science. I am familiar with the 11+ exam requirements of Bromley, Bexley, and Kent education authorities and have assisted a number of pupils with their preparation for the exam. (In the absence of this category in the Subject list, my fee for 11+ preparation is 24/hour and for 13+ (Common Entrance) 26/hour.). At postgraduate level I can advise on research methods and statistics.

I am a chartered psychologist and can carry out educational and psychological assessments of both children and adults who are experiencing learning or language difficulties (however, I do not undertake remedial teaching).

Tutoring Approach:
PLEASE NOTE: FROM JANUARY 2019, I WILL NO LONGER BE OFFERING IN-PERSON LESSONS BUT CAN PROVIDE LESSONS VIA SKYPE OR (PREFERABLY) ZOOM ON EITHER WEEKDAYS OR WEEKENDS

I consider it important to assess the student's needs, strengths, and weaknesses carefully at the outset in order to develop a set of goals based on this assessment. I aim to provide well-structured and clearly presented instruction, which if the pupil is able and well-motivated will generally lead to progress. If the pupil is poorly motivated and/or has acquired unhelpful learning habits then we may need to vary the approach in order to re-engage their interest and/or find a level at which they can perform successfully, and then build on this accomplishment.

If required, I can provide references from past and present clients. I also offer a free first lesson so that the student has the opportunity to experience my style/approach before committing themselves to further lessons.

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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.

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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:
I am a professional software engineer having more than 20 years of development experience in Web development using ASP.Net, C#, VB.Net, SQL Server etc.

Teaching Experience:
I have experience of teaching IT courses to different levels. I can teach from basic computing (Word, Excel, Access etc) to advanced level programming (ASP.Net, C# etc). I have teaching experience at different colleges as well as with individual students.

I enjoy teaching and it's more like a hobby for me instead of a job.

Tutoring Approach:
I can teach students either individually or in groups, and my approach to learning is to create a calm, safe and secure learning environment in which the learner is allowed to develop their skills at their pace. I believe in setting challenging yet achievable goals which the learner can strive towards, thus allowing them to demonstrate and use their skills with confidence.

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Personal Description:
I am a british born multi-skilled Business Management Post-Graduate with a flexible and proactive approach to work. I hold many transferable skills gained in positions, detained alongside studies since leaving school. I am a friendly, approachable individual with a smart appearance and professional manner. My fee is dependent on lesson plans, books/course materials required, travel time/expenses incurred and the number of hours requested.

Teaching Experience:
I have been working as a p/t Tutor for 7 years, Assisting primary school students up to Key Stage 3 in English, Maths and preparing for 11+/SATS Exams. I have also worked at various tuition centres and colleges.

Completed:

Safeguarding Children & Vulnerable Adult's training
Child Protection training
Childcare & Classroom Work programs
Support Work in Schools course
Training, Assessment, Quality & Assurance course
Enhanced CRB
Employment Related Services course

Additionally, I help adults with ICT, Business studies and Employment Advice e.g CV'S, Cover Letters, Application Forms and Proofreading. I am based in Kings Heath but can also do home visits. Please email me for further information.

Tutoring Approach:
I am passionate about helping pupils and strive to improve their learning. I have a strong belief in getting students to reach their full potential and even exceed it. I can build good relationships with students and have a caring nature. I believe that every child matters and that understanding a child's individual needs is paramount to their academic success. I also believe that confidence in their ability has a lot to be accounted for. Therefore, I offer not only a boost to their ability but to increase their academic success!

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Personal Description:
I am a very calm and disciplined person who has so much passion for teaching and helping people grow to discover their intellectual capabilities.

I found it very easy working with people regardless of their age, race and gender.

Teaching Experience:
During my undergraduate days, I always give tutorial classes to students who need assistance in mathematics, Computer/IT courses, and business-related courses.

I lectured for a year in a higher Institution after graduating from the university, where I taught mathematics and Computer studies.

I have also taught students in various levels of Mathematics, ICT and Business Administration.

I'm currently teaching business-related courses at Further and Higher education levels.

Tutoring Approach:
My Approach to tutoring depends on the student level of understanding. I always try to understand my students' academic ability, help them improve from there, and make it both effective and enjoyable. This method has helped both my students and myself in the past because they are doing well in their various fields of study.

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Personal Description:
I've over 13 years teaching experience. I teach KS3, GCSE & A level students. I'm currently working in tuition centre and also doing private tutoring.
I've BEng (Hons) in electrical & electronic engineering degree from London South Bank University.

I was a good science student. My favourite subjects are always Maths, Science, Physics, Computer/IT. I always achieved 95% + mark in math since my school term to Degree level. I also always got good marks in Physics and computing.

I love to teach student who is interested learning. I know the trick to let enjoy learning to make sure my student is enjoying learning and understanding what i'm trying to teach.

I'm happy to teach online (skype). If the student does know how to set up skype, i will visit your home and will set up skype and will show my student how to use it. A part from my tuition hour, if there is extra hour needs i'm happy to provide extra hours in tuition.

Teaching Experience:
I have been teaching GCSE and A level students in Physics, Chemistry and Maths. Student was able to develop their skills and achieved A*/9.
Some student set up their target for B but i changed their target for A/A* and they were able to achieve that grade.

Tutoring Approach:
If you live too far from me and traveling is not possible then i would prefer to teach on online to save time both side. Parent don't need to waste time to drop or pick up their children. I can record the teaching session if parents want to see what their children learning. They can see straight way what their children is learning.

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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'm 31 years old and presently a Ph.D student at the Faculty of Engineering & Informatics in University of Bradford.

Teaching Experience:
I have been working in Academia since January 2014, and currently an ASSISTANT LECTURER at Gombe State University in Nigeria.

Tutoring Approach:
Be open to students, always display a smiling face with attractive examples. Throw in some funny jokes to get their full attention as well.

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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 am a Masters degree graduate with 5 years tutoring experience working with children and adults.

Often times I teach one to one or maximum 5 people at a go especially in the library and community centre.

Teaching Experience:
5 years experience and still counting

Tutoring Approach:
Face to face,one to one and small groups

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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:
I am currently an academic tutor, a therapeutic tutor for special needs and an artist. I previously worked in software engineering after studying my integrated masters in computer science and mathematics at the University of Sheffield in which I achieved a 2:1. I have achieved excellent (A, A*) grades in my academic subjects at GCSE and A levels.

I have been tutoring for 8 years now since the age of 17. Having taught in many different environments to many students of a range of ages and abilities, I have great experience in adapting my teaching style to most benefit my students` learning. I am an approachable teacher who loves to teach and inspire students to learn and achieve their goals. For exam preparation I have particular techniques that have worked excellently for all my students. They have improved their skills, grade and also their confidence in the subject!

For examinations I am able to assist with 7+, 11+, 13+, SATs, GCSE, iGCSE, A Levels and I will follow the exam board specification that the student is taking (ie. OCR, AQA, Edexcel).

Teaching Experience:
- I have worked as a private tutor in Leicester, Sheffield, Nottingham, London and Taiwan over the last 8 years. I have had over 80+ students who have all achieved their desired grades. I have taught maths, english and computer science.
- I`ve worked at English Camps across Taiwan for 3 months, where I organised activities and taught english to groups of 15-20 students. I also lived with homestay families and and experienced taiwanese culture.
- During my time at University I led a volunteering learning activities project for a year. I arranged and led monthly activities for children aged between 8-12.
- I have worked as a teaching assistance at King Ecgbert School in Sheffield where I lead year 7, 9 and 11 maths classes. I also taught Cryptography lessons and taught lessons in small groups around class time.
- For two years I was a tutor at a First Class Learning tutoring company in Leicester where I taught english and maths from primary to secondary level including GCSEs in groups of 5.


A recent review:
"Annie was a fantastic tutor. She made sure I felt confident with the topic she was teaching me, which was so efficient and helped me a lot. In the sessions Annie helped me to understand the basics in more detail, which made things so much easier for me. Running over the easier stuff definitely made a difference as I saw my test results increase by time. Annie is a very supportive tutor who makes her students feel assured enough to say if they don't understand something or have a go answering a question. I would definitely recommend Annie to someone who is struggling with maths, as she helped me with my optimism towards the subject along with my knowledge on how to work things out." - Charlie

NOTE: I have a DBS check which I can show you.

Tutoring Approach:
- I make sure my students understand the foundations of the subject well such that they can transition into learning the advance content with confidence. Along side this my teaching approaches come from a well thought out psychological perspective; such that the students feel motivated, not let down by mistakes, enjoys learning, learns how to use their strengths, and how to identify their weaknesses.

- I will also prepare my students for sitting exams and applying exam techniques so that they feel mentally ready to sit their exam(s) and in turn are able to achieve the best grade.

- I will be available to the student outside the tutoring session time for any subject related questions they may have.

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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:
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:
About me
-A highly resilient, hardworking, and technically minded individual who has acquired a methodical approach to problem-solving for task completions. Possesses many transferable and soft skills that are an asset to employers.
-Analytically minded with an eagerness to learn and develop upon existing skills. Exceptionally keen to build upon a scientific and engineering-based interest and apply it in a way where I can pass along knowledge which is the true beauty of the academic world.
-An individual who is ambitious to expand upon their knowledge and help as many as possible in the process.

Hobbies and Interests
-Designing and 3D Printing using Autodesk Fusion 360 and Simplify3D. Home project work such as metal casting, engines and prosthetics.
-Enjoy learning about the latest physics news, especially theoretical.
-Enjoy assembling, programming, and flying racing fpv quadcopters.
-Enjoy astronomy using Celestron reflector telescope for star, planet observations.
-Proficient in Indian classical bow string instrument called 'Dilruba'.

Teaching Experience:
Tutoring Services 2019 - Present
-Having successfully gone through 11+ myself, I am well equipped to teach it and have been for 4 years
Also privately tutor A-level & GCSE students in maths, computer science, and physics.
-Other categories I have tutored in are IB and advanced algebra courses.

Physics - 2019
-Ran a physics class for 20 students on a weekly basis to teach them a range of physics topics from optics to astronomy.
Presented custom powerpoints, provided hand-outs, and coordinated group experiments.

Tutoring Approach:
Approach To Tutoring
-I ensure each style is personalised for each student as everyone has a different method of learning and to cater to this, I ask the student a few questions at the very start to inform how the lessons will proceed thereafter.

-I've seen a lot of students who find visual diagrams and drawings the best way to learn (it's how I learn best too) so I often explain concepts in graphical ways using my drawing tablet and other interactive applications such as Isaac Physics. I also use Isaac Physics to set homework.

-I like relating things to practical applications in the real world to make sense of topics. E.g I'll often use examples involving video games and flashy RGB custom computer rigs to engage teenagers studying computer science.

-Have taught a range of students. Some grasp a concept immediately and are able to visualise it easily and others that do not grasp concepts as easily. For those, I often revisit content and consistently quiz them.

-Have taught students with learning disabilities and have quickly adapted my style to suit their requirements, taking a calm, compassionate approach.

-As mark schemes seem to get stricter and stricter, I ensure my students hit the little details required to get all the marks and I provide nice ways of remembering the pointers.
-I cater as per the student's exam board and we will revisit the specification often to dot the i's and cross the t's.

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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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