shafna nk

Developed and maintained secure, scalable applications using Python, Django, DRF, and cloud technologies following Agile development practices. Implemented secure user authentication using Django's built-in system and JWT in DRF API, and integrated third-party APIs for authentication and payment processing.

Built an emotion detection application leveraging deep learning techniques, curating and preprocessing a labeled dataset for optimal model performance. Designed and trained a CNN using TensorFlow with categorical cross-entropy loss and the Adam optimizer for emotion classification, and developed a real-time emotion detection interface using OpenCV.

Configured and managed Azure cloud infrastructure, including virtual networks, storage, and virtual machines. Developed cloud solutions using Azure AI services like Search, OpenAI, and Custom Vision, and created an Azure Machine Learning workspace to deploy trained models as endpoints.

Extracted textual data from targeted URLs through web scraping techniques, and processed and optimized large datasets with Pandas and Numpy. Implemented NLP techniques for sentiment analysis and entity recognition, and developed and maintained web applications using Python, Django, and front-end frameworks.

Developed and maintained a professional website with plugins and payment gateways. Implemented SEO strategies to enhance search rankings and user engagement, and managed content updates and executed digital marketing campaigns.

Built reusable .NET framework modules for scalable applications, and conducted requirement analysis and supported testing, maintenance, and documentation. Designed and optimized database structures for application development.

Developed reusable C# framework components for efficient software development. Assisted in testing, debugging, and maintaining web and desktop applications, and optimized code and improved application performance.

Completed a professional certification in Applied Data Science, focusing on practical applications and industry-relevant skills. Gained expertise in data analysis, machine learning, and statistical modeling.

Completed a certification in Digital Marketing and Website Designing, acquiring skills in SEO, content management, and web development. Focused on creating and optimizing online presence for businesses.

Earned a Bachelor of Technology in Information Technology, building a strong foundation in software development, data structures, and algorithms. Developed comprehensive understanding of IT systems and their applications.