Madhuri Desai Email & Phone Number

Atlanta, Georgia, United States

Conducted study on different types of security intrusions and ML-based algorithms developed to detect such intrusions in IoT networks• Analyzed and extracted features required for research from new IoT network dataset with simulated attacks• Designed and developed new ML based algorithm to detect botnet (mirai) attacks and distinguish from other types of attacks (DDOS) in IoT network. Achieved highest accuracy of 99.97% with multiclass classification. Applied dimensionality reduction to reduce the computational efforts without compromising on the accuracy and published the IEEE paper• Designed hybrid algorithm using supervised and unsupervised ML methods to detect new types of attacks in IoT network and removed dependency on training data

India

Had a great opportunity to work on critical projects for different KPIT customers like Alamar foods Dubai, GE Electric USA, Havi Global Solutions, USA • Developed the system called AIE (Automated Invoice Entry) for Alamar foods to automate the processing of invoices. Developed a validation process by creating Vouchers to be sent to the accountant for manual review and managed the approval/reject processes.• Implemented DBM mappings and BPEL properties for run time value change of purchase orders• Designed and Developed processes to handle Voucher Approvals, generate necessary notifications to accountants, and raise exceptions for unattended vouchers• Implemented Fault handlers to support exceptions in image processing of invoices

Master Of Science - Ms, Computer Science

Relevant Courses - Big Data Analytics - Advance Algorithms - Database Systems - ML Algorithms - Cloud Computing - Neural Network and Deep.

Bachelore Of Engineering, Information Science And Engineering

Activities and Societies: - Winner Paper Presentation on ‘Internet of Things’ at the technical fest (among 800 aspirants)- Designed.