MUHAMMAD UMAR

• As an AI Engineer, I use data science, machine learning, and engineering to develop proof-of-concept based on AI which is the backbone of the product and integrates human-machine cooperation. • Driving the product development by AI problem formulations and data-driven applications based on audio, video, text, and other sensory data collections. • Communicating cross-functionally and driving engineering efforts and ensuring agile development principles

- Concept engineering and algorithm development in sensors-based solutions using RF and sensing. - R&D of advanced machine learning/deep learning models and their application using radar for indoor and outdoor. Work Topics: Explainable AI, Interpretable ML, Adversarial Machine Learning/Deep Learning, Computer Vision

- Implemented data mining, data modeling, and predictive analytics strategy for the R&D project. - Developed and designed state of an art (SOTA) framework with above 94% accuracy, which can detect and quantify particles in biopharmaceutical drugs. - First approach is to combined structured and unstructured information together to rationalized deep learning results for Pharma.

- Participated in development of automation tool for testing radar sensors algorithms. - Development of (Python) modules, packages of radar sensors solutions. - Identify opportunities for automation within software. - Design and execute QA tests using python scripts using (Pytest). - Identify bugs and quality issues in development.

- Articulate semiconductor products under the application of (Lighting) and positioning to both business and technical users. - Market intelligence, competitive analysis and market modeling for semiconductor products for multiple product lines. - Provide business analysis support to senior managers for new emerging applications (Horticulture lighting, Smart Lighting, Urban Farming) - Responsible for making and updating customer presentations, technical documents and i-share for global teams.

o Exchanging ideas/data/feedback with other departments (Product, marketing, top management) in order to present results and make the product more user-centric. o Working on a lean start-up process. Prioritizing growth channels. o Propose creative new projects, from building free tools and apps that attract prospects and convert leads to testing new approaches to capturing existing demand o Business strategy, E-business, IT & Business Development, Digital Marketing

Business strategy, E-business, Information Technology & Website Development, Digital Marketing Identify problematic areas and implement strategic solutions in time Provide strategic advice on using technology to achieve goals Manage IT initiatives and collaborate with in-house technical staff Revise existing systems and suggest improvements

To teach Physics to groups of students from all abilities across years 7 –10, with a particular emphasis on the delivery of Physics To ensure that all lessons are planned with clear aims and objectives. To ensure that all lessons are delivered in line with the departmental schemes of work and school policies. To work with colleagues in the Department to formulate plans which have coherence. To ensure that all experiments are trialled beforehand and risk assessment used with all experimental work.

Researching organizations and individuals online to identify new leads and potential new markets. Researching the needs of other companies and learning who makes decisions about purchasing. Collaborate with colleagues and peers on the sales, marketing, and product development teams, to improve overall customer experience and satisfaction. Contacting potential clients via email or phone to establish rapport and set up meetings. Planning and overseeing new marketing initiatives.

Deep Learning, Cognitive Systems, Pattern Recognition, Modern X-ray Physics, Image Processing in Physics, Protein Prediction

High Energy Physics