Soho Computer Studies / I.T. Tutors and Soho 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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Subjects

Personal Description:
I approach all tasks in a professional and organised manner and am a reliable and punctual person who takes pride in my appearance. I can work independently and calmly under pressure using my own initiative where applicable with good problem solving skills. I am skilled in the use of a variety of computer equipment, hardware and software, as well as building, repairing and upgrading computers and installing hardware and software on various types of machines. I am able to provide a high standard of service and meet targets and deadlines.

I have leant to use various software packages and am competent in the use of MS Office (2003 & 2007) particularly Word, PowerPoint and Publisher and have some experience of Excel. On occasions I have set up audio/visual equipment to aid me with presentations. I have also use Internet/Email widely for research purposes. I have knowledge of various MS Windows Operating Systems.

I am always a very committed person who always strives to promote excellent quality, social inclusion, widening participation and motivation in all aspects of adult learning.

I am a confident ICT user who can demonstrate practical knowledge and problem solving strategies and who can learn and adapt to new applications quickly. I am a very enthusiastic, self motivated and conscientious person who works honestly and hard with good organizational and interpersonal skills to enable me to plan work foand is willing to undertake further training where necessary to fulfill relevant tutor qualification requirements. I enjoy helping people and am a good team player who is very adaptable and flexible and who is willing to work outside office hours to meet the requirements of this post.

I have a good knowledge of current software programs, internet applications etc in ICT as I enjoy keeping up to date with current and new technologies by avidly reading computer magazines, watching technology programs and using the internet and forums for research. As IT Technology has changed I have been able to keep up to date with the challenged demanded.

Teaching Experience:
At present I work with the Leicestershire Adult Learning Service working as an E Learning Champion at Oadby Library. I offer free computer tuition to adults wishing to learn more about the computer or have any puzzling questions that need answering. All learners complete a course called My Guide which helps them learn more about the computer by following a set of modules and topics.

Whilst I was at Moat at during my education at Beauchamp College and Loughborough College I helped to assist/ train a small group in the use of particular pieces of hardware and software At Loughborugh College. I also assisted in several HP IT Essentials classes where I assisted students to gain particular qualifications. Whilst at Moat I assisted staff in the training and understanding of new software to ensure all staff have the confidence to deliver the curriculum and to provide support to staff appropriate to their needs. I would be able to provide support, assistance, training help and guidance to staff/students using computers, new and existing software and technologies

Tutoring Approach:
My approach to teaching/tutoring is a simple one I always strive to make sure the learner understands whats he/she is being taught and if there are aspects that they find difficult I revise that particular topic over and over again until they understand and I do this using the various teaching methods and learning styles available to ne including the VAK (Visual, Auditory and Kinesthetic) approach.

Once they have an understanding of the topic I don't move on until they feel comfortable and I always reasure them throughout.

Subjects

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 have over 15 years of teaching and tutoring experience in both university modules and A-levels for all major exam boards, specializing in computer science, programming, mathematics, and economics. This extensive experience includes both in-person and online teaching, encompassing one-on-one tutoring as well as small group sessions.

Throughout my career, I have maintained high success rates, and tutoring is my passion. My teaching approach is individualized, as I believe every student has a unique learning style. I adapt my methods to ensure the learning process is efficient and engaging for each student. Many of my students have secured places at Oxbridge and other top universities in the UK.

Over the years, I have accumulated and developed a substantial collection of learning materials and exercises in the aforementioned subjects. I share these resources with my students to help them master the material and excel in their exams. Many of these materials and exercises have been custom-developed by me to provide individualized support whenever the available textbooks and standard exercises are insufficient. Additionally, I regularly administer written tests to identify gaps and areas for improvement, which also help students prepare more effectively for their exams.

As a tutor, I am motivated, friendly, patient, and open-minded. My strong communication, problem-solving, and analytical skills allow me to connect with my students and help them overcome challenges. My lessons are organized in a friendly and relaxed atmosphere. Instead of simply reiterating textbook content or going over available exercises, I focus on explaining and emphasizing core concepts, identifying any gaps or misconceptions the student may have. I create an interactive environment where students can develop their critical thinking and problem-solving abilities. Furthermore, I teach my students strategies for solving problems quickly, which is crucial in time-constrained exams. I also guide them in selecting the most appropriate methods and techniques for different problems, enabling them to perform well by quickly addressing the core of each problem without wasting time on less effective approaches.

Overall, my approach to working with a student is as follows: First, I consider the specifications provided by the exam board for the specific subject or module. Next, I discuss with the students/parents to identify any special needs, requirements, and preferences that need to be taken into account. Together, we develop a suitable teaching plan and identify appropriate teaching and learning resources. This teaching plan typically includes regular homework exercises for the student to study independently between tutoring sessions, reinforcing the knowledge and skills acquired during our time together. This approach makes the tutoring sessions much more effective, allowing us to focus specifically on the student's needs rather than spending time on concepts they can understand independently through textbooks or worked examples. I always aim to provide the best value for money, ensuring that even a limited or infrequent number of sessions can significantly improve the student's understanding of the subject and their performance in exams. However, I also ensure availability for as many sessions as needed, with many students opting for several sessions per week or even daily sessions when exam dates are approaching.

Teaching Experience:
My educational background includes undergraduate and PhD degrees in Computer Engineering from the University of Patras (Greece). I have worked as a postdoctoral researcher at prestigious universities such as Cambridge, Surrey, and Essex. Additionally, I hold a teaching qualification for Higher Education from the University of York. I have also taught undergraduate and postgraduate modules at the Universities of York, Warwick, and London in the aforementioned areas.

I have over ten years of experience working on industry- and government-funded R&D projects related to next-generation computing and Internet technologies, cybersecurity, and artificial intelligence. This experience has provided me with invaluable insights into advanced computing systems and electronics, novel techniques for computer networking and communications, as well as practical skills and knowledge in protecting systems and networks from cybersecurity threats. Furthermore, I have acquired strong programming skills across a wide range of programming languages and mathematical modeling techniques.

Tutoring Approach:
Currently, in addition to tutoring A-level and university students, I also deliver specialized training programs and masterclasses to professionals in organizations worldwide. I assist university graduates in preparing for industry-required professional certificates. Additionally, I provide consultancy services to both start-ups and established companies within my areas of expertise.

Feel free to reach out to me to discuss your requirements. I am eager to help and support students in achieving their goals. Before booking any lessons via the system, please make sure to contact me first, as my availability shown on the system may not always be up to date.

Subjects

Personal Description:
I am a current mathematics teacher with a strong mathematical background (3 A-Levels in Maths, Degree from Cambridge).

I am available in school holidays (only) and am located about 12 mins walk from Farncombe train station. I can also tutor online via 'zoom' where travel is prohibited / unwise (we have been teaching via zoom for the last two months at school).

Teaching Experience:
16 years teaching secondary (GCSE / A-Level / IBDP) mathematics (and further mathematics); Currently teaching at Charterhouse School. 3 years teaching GCSE and A-Level Computer Science.

Tutoring Approach:
Tailored to the needs of the individual in question.

Subjects

Personal Description:
Hi,
I have a Ph.D. in computer Science, which involved combining machine learning with cyber security. I also have bachelor's and masters degree in cyber security in computer science. I have taught programming language like python during my bachelor and masters program. In addition to that i have taught cryptography, cyber security and machine learning

Teaching Experience:
I have 15 years teaching experience teaching python programming languages to Adults, undergrads and master students. I have also taught data mining using Microsoft excel , and tool such as Weka, and Python .

Tutoring Approach:
One to One - focussing on parts of the curriculum where the student is having difficulty in understanding
Create a deep understanding and confidence in answering exam questions and being able to tackle new and unfamiliar problems. The student is encouraged to think and make new connections for themselves. One-to-one personal tuition has a unique value to students because of the ability to resolve the students' personal barriers to learning in a way that lays the foundations for a deep and lasting understanding of the subject.

Depending on the student's needs and learning style I encourage students to think for themselves, using real-world examples wherever possible. I start from topics the students are comfortable with and move gradually towards more complex areas as their confidence builds. I use questions and examples to check understanding continually. I don't lecture to students or ask them to memorise things. Nor do I do the students' homework for them!

With programming language my approach is first to build confidence of the student by implementing the solution using various simple approaches like an algorithm or with a flow chart and then convert them into programming syntax. This approach not only will help you master any programming language quickly but improve ones analytical skills as well.

Subjects

Personal Description:
Innovative
Preparate
Open for questions
Technology enthusiast

Teaching Experience:
Teacher in training technical courses

Tutoring Approach:
Innovative and reactively

Subjects

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

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 Skype or Google Meet, using screen sharing). I typically do 45 minute sessions.

Subjects

Personal Description:
I very much enjoy tutoring pupils on a one to one and in small group situations. I am currently Head of Department in ICT and Computing. My particular strengths lie in creating Websites, Flash, Programming, Python, Binary Code and Computer Science Theory to A Level. I can also teach up to University undergraduate level and have achieved very successful results.

Teaching Experience:
I have taught in the following curriculum areas: IT and Computer Science at KS3. KS4 and KS5. I am also qualified to teach Mathematics. I have taught in sixth form colleges and mainstream mixed schools (averaging 1600 students). My teaching has span over 20 years because for me teaching it not only job it is a passion and helping the young of today achieve academically is a wonderful outcome for me and my students. I have also managed my own IT department, where I have achieved very good GCSE and A Level results in IT and Computer Science.

Tutoring Approach:
My approach to tutoring is to set achievable smart targets and setting goals for all my students. Deliver sessions at a pace that is comfortable to my students. All of my teaching resources are inclusive, differentiated to suit all learners and where possible all students are stretched further to enhance their learning abilities and well-being. I also engage in using different teaching styles to suit each student accordingly. All students are regularly assessed and monitored to ensure that adequate progress, good attainment and all targets are being met.

Subjects

Personal Description:
As a fully qualified primary school teacher with fifteen years experience in the classroom and five years as a tutor working privately and in schools, I understand that all children are different but all can be successful with an approach tailored specifically to them. I use a wide range of strategies appropriate to the individual needs of your child based on my teaching experience in every year group from Year 1 to Year 6 and leadership in core subjects at several schools rated Outstanding by OFSTED.

Teaching Experience:
With significant experience in teaching the full national curriculum to every year group in key stages 1 and 2, I can provide an enhanced learning experience for every child in all aspects of Maths and English and their application in other curriculum subjects by drawing on the very best of modern and traditional teaching methods. I also have experience working with children with a range of additional needs. These include Aspergers, Autism, Downs Syndrome, ADHD, Global Delay, Dyslexia, Dyspraxia and Discalculia.

Tutoring Approach:
I use quality resources to make learning accessible and meaningful, creating and adapting everything I use to ensure the learning is tailored to the learner. Interesting, engaging and constantly adapting to the needs of your child as and when they emerge I ensure learning is enjoyable but also challenging. I tutor both privately and in schools, where much of my work has been through the National Tutoring Program - enabling children to catch up from learning missed during the pandemic.

Subjects

Personal Description:
Ive been teaching since 2000, my career started at durham university as a lecturer for education and ICT. I then went on to teach secondary ict then secondary english. I now teach Computer Science.

Teaching Experience:
I have taught mainly English and Computing for over 20 years.
My strengths in English are definitely Creative writing, and I have obtained an MA in Creative writing. I have taught KS2 - KS4, mature students and undergraduates at university .

Tutoring Approach:
I am friendly and approachable and would concentrate on building relationships with my students as well as teaching them relevant skills in their particular subject.

Subjects

Personal Description:
I'm a passionate Computing Science teacher. I am fully GTCS registered and working at a school in Scotland teaching Computing Science at National 3, 4, 5, Higher and Advanced higher.

Teaching Experience:
I have 6 years of teaching experience from working in different Scottish schools.

I teach all secondary year groups. I have extensive experience of the Scottish qualifications system. I have a strong track record of preparing and putting pupils through the National 5 and Higher Computing Science course,.

I teach at National 3-5 level, Higher and Advanced Higher.

The programming language I primarily work with is Python, although I do have previous experience of using VB and Java.

Tutoring Approach:
I will take the lead from the pupil based on what they feel is their strengths and weaknesses.

If they need help with any programming, web development or database problems I can give assistance to get their projects working. If they want to better understand any theory I can explain that further and give questions to reinforce that learning.

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Personal Description:
I am a Mathematician and Computer Scientist with 30 plus years plus experience working across both research institutes and business firms. I have a bachelor degree in "Mathematics and Computing", a Master degree in "Mathematics - Numerical Analysis" and a Doctorate degree in "Computer Science - Artificial Intelligence". I am friendly, enthusiastic and honest. I am also bilingual - English and French.

Teaching Experience:
I have tutored Mathematics and Computer Science to "GCSE" students and above. I have given 1-2-1 tutoring/coaching to individuals, and courses/seminars to small and large groups of university students and professionals.

Tutoring Approach:
I provide friendly, relaxed lessons either individually or in groups of up to twelve students, tailored exactly to the requirements of my students.

Subjects

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

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

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

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Personal Description:
I am 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.

Subjects

Personal Description:
Hello! Enjoyment through learning is my main aim, I have a degree in Computer Forensics BSc(Hons) and hold a QTS. My main strengths are Python programming, GCSE, and A-level delivery.

Teaching Experience:
6 years of teaching Computer Science/ICT at KS3/4/5. Assistant Subject Leader for Computer Science/ICT.

Tutoring Approach:
To fully understand the needs of the student and the method in which they would like to learn! Theory? Practical? a mix? The ways to learn are never-ending! Students should enjoy learning and should be wanting more!

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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.

Subjects

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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