Swarali Kulkarni

I’m a Computer Applications (BCA) graduate with hands-on experience in AWS cloud services, Python, and machine learning, and I hold an AWS Certified Cloud Practitioner credential. I enjoy turning real requirements into practical systems that are secure, structured, and easy to maintain.

In my AWS Cloud Infrastructure Setup project, I created and managed AWS resources including EC2, S3, IAM, and VPC. I deployed a multi-tier architecture using EC2 and S3 with IAM role-based access control and VPC subnet configuration, focusing on secure cloud deployment and resource management.

I also build user-facing solutions. In a Mobile App Development Project, I designed and developed a responsive mobile application and integrated backend services for data storage and user management, enhancing user experience through efficient navigation and optimized performance.

On the intelligence side, I developed the Diabetic Retinopathy Detection System using machine learning, achieving ~85% classification accuracy with a CNN-based model trained on retinal image datasets. I built it as a web-based system with Flask, and I pair this technical drive with mentoring through CodeDecode Club to help students develop programming concepts and problem-solving skills.