Shiny Pokuri

Computer Science student at Iowa State University with a minor in Applied Artificial Intelligence and hands-on experience in software development, machine learning, and immersive AR/VR technologies. Proven ability to build full-stack web applications, develop ML models, and contribute to research-driven projects in collaborative environments. Strong problem-solver and mentor with leadership experience, seeking opportunities to apply technical and analytical skills to impactful, real-world solutions.

MACHINE LEARNING PROJECTS

• Built a CNN for image classification (7 classes, ~5.6k images) using Python / Keras; applied data augmentation and preprocessing.
• Mastered classical ML algorithms (linear regression, logistic regression, SVM, KNN, decision trees) and transfer learning, and automated dataset workflows using KNIME and n8n.
• Implemented model evaluation metrics (accuracy, precision, recall, F1, confusion matrix) to guide performance improvements and future workflow design.

ADVANCED WEB DEVELOPMENT 

• Built a functional e-commerce website using React.js, HTML, CSS and Bootstrap, delivering a responsive frontend that improved user shopping experience.
• Developed a Node.js backend with REST APIs, enabling product management and user interactions while ensuring reliable server-side performance.
• Designed and tested an intuitive user interface, enhancing accessibility and streamlining purchasing workflows.

GAME DEVELOPMENT 

• Collaborated with a team to create an Android gaming app in Java, implementing multiple mini games that broadened user engagement.
• Integrated WebSockets for real-time communication, providing smoother and more interactive gameplay.
• Conducted API testing and debugging with Postman, reducing system errors and ensuring consistent data flow.

• The Navigators, Student Leader (01/25 - Present)
• Bridges International, Treasurer (08/24 - Present)