Waleed Tanweer

Applied data pre-processing for machine learning pipelines using Surface Mount Technology (SMT) manufacturing data. Identified and validated relationships between variables using statistical tests. Trained different machine learning models using Python (TensorFlow) to find root causes in SMT lines based on various use cases. Developed a comprehensive RCA framework For SMT manufacturing data integrating pre-processing, correlation analysis, and machine learning.

Development of an application for the computer vision pipeline of micro-structure image segmentation and deployment on Azure. Development of functionality like image Pre-processing, Segmentation and Quantification using Python for machine learning(PyTorch). Build the application user interface using React JS, Typescript and CSS Tailwind. Integrated the backend and frontend using Flask, enabling seamless communication between the machine learning models and the user interface.

Refactoring of websites and design using React JS and Typescript. Built responsive web design, UI using HTML5 grid layouts, Tailwind CSS.

Build high-quality mockups and design different prototypes. Deliver engaging user experience through optimization of images, code, and cross-browser compatibility. Built single page applications (SPA), responsive web design, UI using HTML5 grid layouts, CSS3 media queries. Analyzing the requirements, designing a solution, and interacting with team members to provide effort estimates, Coding and Unit Testing.

Design and implement technical concepts/web-based products following industrystandard best practices. Develop supporting technical, knowledge-base, and user documentation. Build Website using WordPress & customize themes to meet clients requirements.