URGENT - Video Content Analysis of Squash Matches

My name is Hamza Nassar 1. CAD/CAM, 3D modelling, Interior and Exterior Design and Rendering I have many experience product design, modelling and rendering. I'm 3d max, ArchiCAD, Sketchup, Solidworks and AutoCAD expert. Also I'm interior and exterior design and rendering expert by Sketchup, Autodesk Revit and 3D max. 2. Mechanical engineering, Civil and Structure engineer. I'm very familiar with Mechanical engineering, Civil and Structure engineer. I will provide you creative mechanical design and product for manufacturing and printing. In particular, I have many experience ANSYS, CFD , ABAQUS, COMSOL and STAR CCM. 3. Software developer. *C++, and matlab. I will be always with my employer. Regards. Thank you.

I was glad to see your project requirement & I would love to work on it. The problem statement looked challenging to me because of the nature of the game that Squash has. Firstly, I should honestly confess that I have very little knowledge about Squash and I hardly know its rules. However, I am a big fan of Cricket and I follow Tennis & badminton regularly. I do have good knowledge about how other sports like baseball, hockey, football and some more are played. Hence, I need to get some knowledge about squash which will be helpful in working on this project. Also, from my little knowledge about squash, the position of players are very dynamic and not fixed. This will be a challenge in programming. I request you to kindly ignore my lack of knowledge related to Squash as I can make up for it within 2 days if given an opportunity. I fully understand both your requirements & I am confident of working on it and achieving the project requirements. During my Masters degree I had worked on image and video processing and I have certain raw ideas that I would like to work upon to implement this project. I feel like I can achieve the project requirements by utilizing my Matlab skills if given an opportunity to work on this project. Feel free to discuss further. If needed, I will send you my detailed resume. I would love to work on this project & I will be highly obliged if given an opportunity. Through this project I look forward to build a long term relation with you.

I've 7+ years of experience in Web Development/Web design , Mobile App Development(IOS/android), Graphic design, Logo Design Business Cards & Stationery, Flyers & Brochures, Packaging Design, Web & Mobile Design, Social Media Design, Banner Ads, Photoshop Editing, Blogs, article writing, SEO, Social media marketing, Google Ads, Online Advertising, Google Adsense, Affiliate Marketing, Email Marketing, Mobile Marketing, Leadgeneration, online reputation management Skills - HTML, CSS, JavaScript , bootstrap, Angular js , PHP, CI , Laravel , Shopify, Angular (All version, JS), Express js, backbone js, Node js, React native, Mongo DB, React js, node js, Python, Python scripting, Data scraping, Selenium testing, MySQL, PostgreSQL, SQLite, AWS(EC2, S3), Digital ocean droplet, heroku, Gunicorn, Nginx, Apache, Django, DRF(Django Template, rest API, rest framework, unit test cases), Machine learning, Artificial intelligence, image processing, open cv, Deep learning, Sentimental analysis, Data science Magento , Andorid , Java, wordpress, Website Builders & CMS, Web Programming, Ecommerce, Desktop applications, Support & IT, Chatbots, Data Analysis & Reports, Convert Files, Databases, User Testing, QA. I am very much intrested in your job please invite me for further discussin and we will go ahead. Thank you..

I solve problems in everything from computer vision to deep reinforcement learning applied to algorithmic trading. Currently writing a paper on predicting the outcome of sporting events using artificial neural networks. Strong background in linear algebra, probability, set theory, and other mathematics. Utilizing Lie groups in the context of theoretical physics in my free time(gauge theory). Mainly work in python and tensorflow. My knowledge of ML algorithms spans from classic methods(linear combination of features, random forests, SVMs), to cutting-edge techniques(capsule networks, ANNs learning to knowledge graphs for probabilistic reasoning, pointer networks). Because of this, I can reason about the optimality of a particular architecture when applied to a problem domain. While I consider myself primarily focused on reinforcement learning and top-down AGI, I have implemented multiple recommendation systems successfully, developed novel computer vision and NLP solutions, as well as tabular problems. Additionally, many solutions involved “big data” solutions via Spark, Hadoop, and others. Further, I am developing state-of-the-art frameworks and architectures in the pursuit of Strong/General AI. Progress has led me to advancements such as combining deep reinforcement learning algorithms with a version of OpenCog’s Bayesian Meta-Optimizing Semantic Evolutionary Search and atomspace to craft the beginnings of generalized learning framework and formalize it mathematically.

I have done some work with image processing as part of my degree. In order to have an accurate chance of positioning the ball in 3D space and performing game state analysis from a computer program multiple angles of the court at all times would be required. I.e. camera from above and behind, any other angles would also be helpful. If however you are talking about a recorded squash match with only one video feed active at a time it would be rather challenging to setup a program to accurately analyse this though not impossible. Depending on the available camera angles this could be quite easy. If we have access to a birds eye view and a view from the backboard this will be very easy to accomplish. If not it will likely take me quite a while to get a prototype working and accuracy is not guaranteed. Thank you for your consideration and I hope to be working with you soon.