CHALAPATHI INSTITUTE OF ENGINEERING AND TECHNOLOGY
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B.Tech
Computer science engineering
Karri Bhargav
Junior Software Developer | AI/ML Enthusiast
Hyderabad, IN.About
Education
Languages
English
Skills
Python
Machine Learning, CNN, Data Preprocessing, Scripting, Automation.
SQL
Database Management, Query Optimization, Data Modeling.
SAP
Enterprise Solutions, Business Process Integration.
Web Technologies
HTML, CSS, JavaScript, Responsive Web Design.
Artificial Intelligence
Image Classification, Deep Learning, FIDAC Framework.
Software Development
System Troubleshooting, Best Practices, Code Quality, Scalable Solutions.
Analytical Skills
Analytical Thinking, Problem Solving, Data-driven Decision Making.
Collaboration
Team Collaboration, Cross-functional Collaboration, Independent Working, Self-management.
Projects
Identifying Fake Images through CNN Based Classifaction Using FIDAC
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Summary
Designed and implemented a Convolutional Neural Network (CNN) model to classify real vs. fake images. Integrated the FIDAC (Fake Image Detection and Classification) framework to enhance detection accuracy. Preprocessed datasets with normalization and augmentation to improve model generalization. Extracted deep visual features using convolution and pooling layers for robust classification. Evaluated performance using metrics such as accuracy, precision, recall, and F1-score. Achieved strong resilience against manipulation techniques like splicing, copy-move, and deepfakes. Delivered a scalable solution applicable to digital forensics, media verification, and security domains. Contributed to combating misinformation and image-based fraud by ensuring authenticity in digital content.
Certificates
Skill Oriented Course On unleashing generative AI potential
Syncronta Technologies PVt.Ltd
Artifical Intelligence
Brainovision Solutions India Pvt.Ltd