Sriram Reddy Alamgari

As an aspiring full-stack developer, I have skills in both front-end (HTML, CSS) and back-end technologies (Node.js, Django). My experience includes building scalable solutions and working on various projects, with a strong focus on problem-solving and collaboration. I'm committed to continuous learning and improving my skills.

Project 1: Android Malware Detection using Deep Learning

Technologies: VGG16, ResNet, Artificial Neural Networks (ANN), Python, Deep Learning, APK Analysis, Security

• Developed a comprehensive deep learning-based system for detecting Android malware, leveraging state-of-the-art architectures like VGG16, ResNet, and Artificial Neural Networks (ANN).
• Focused on improving detection accuracy, achieving over 90% classification accuracy, outperforming traditional methods.
• Extracted high-level features (e.g., app permissions) from APK files to analyze and model Android application behaviors.
• Implemented a robust solution that demonstrated resistance to various evasion techniques commonly used by cybercriminals.
• Contributed to the field of mobile security by proposing an effective method for identifying malicious applications, ensuring users' privacy and security.

Project 2: Food Ingredient Recognition using Deep Learning Role: Machine Learning Engineer Technologies: CNN, Python, Deep Learning, Dataset Creation

• Developed a deep learning system for ingredient recognition in food images, addressing gaps in current food categorization approaches.
• Contributed to the Vireo Food-251 dataset with 169,673 images of 251 Chinese dishes and 406 ingredients.
• Analyzed challenges in ingredient recognition, such as image-level vs. region-level recognition and multi-task learning.
• Improved recognition accuracy for food ingredients, with potential applications in health and nutrition.

• Technical Seminar Report: "Smart Health Prediction using Data Mining" | 2023
• Workshop: Drone Technologies for Urban Mobility, IIT Hyderabad | 2023
• Certificate of Participation: "RoboMania," Robotics and Automation Society | 2023

I hereby declare that the information provided above is true to the best of my knowledge and belief.