About
I’m an Informatics student with a focus on Data Science, Machine Learning, and Digital Marketing. I specialize in full-stack web development, using ReactJS, Next.js, and Tailwind CSS for the front-end, and Go, Express.js, Django, and Flask for the back-end. I combine data insights with user-centric design to build engaging digital experiences and optimize marketing strategies.
Projects
Developed a Job Advisor application designed to provide users with information on the skills required for specific jobs and recommend relevant online courses to acquire those skills. Utilized Logistic Regression for skill requirement analysis and Gradient Boosting for recommending course links. The project was deployed using Next.js for the frontend and Flask for the backend, delivering a seamless and interactive user experience.
Trash Classification Model Using TensorFlow
Developed a machine learning model based on TensorFlow to classify different types of waste, such as organic waste, plastic, glass, and paper. The model was created using a dataset of waste images that were preprocessed and optimized through data augmentation, normalization, and splitting into training, validation, and testing sets. Implemented a Convolutional Neural Network (CNN) architecture to automatically identify and categorize images with high accuracy. The model was deployed as a web application using React.js to provide a user-friendly interface for real-time waste classification.
Work Experience
Assisting with student inquiries, organizing sessions, and contributing to the development of course materials. Facilitated the use of advanced computational resources to enhance the learning experience.
Volunteering
Responsibilities included conducting surveys to assess needs and opportunities, organizing and facilitating workshops and training sessions, and identifying and recommending student talents for competitions and events. Actively contributed to fostering technical skills and innovation within the student community.
Education
This program focuses on software development, data analysis, and machine learning. It involves hands-on experience with various programming languages, database management, and web development, equipping me with a comprehensive understanding of computer science principles and practical skills.
Completed an accelerated 2-year High School Diploma in Science. The program included coursework in Mathematics, Physics, Chemistry, and Biology, providing a strong foundation in scientific principles and enhancing analytical and problem-solving skills.