sunitha kanuri

Creating a machine learning model for fraud detection in online transactions. Using Deep learning framework mainly involving convolutional neural network and also leveraging inception v3 architecture for Fraud detection Used clustering algorithms & several Similarity approaches for device fingerprinting for Recognition score and trustworthy score. Built a whole new framework with different machine learning and deep learning algorithms together

Anomaly detection in Graph-based data - Finding the malicious attacks in the network traffic (SCADA). - Using Support Vector Machines, Random Forest, K-nearest neighbors and K-means clustering techniques. - Got 98% accuracy and created new features the data in network data which can be used in the future.

- Worked on Robotics framework and Humanoid Robot named ROBIN. - Worked on C++ for recognition of posture imitation by Robot. - For the best results, we used different learning algorithms like SVM, ANN, KNN, K-means, Random Forest. - SVM gave the best classification results.

EU project "SimpleSkin" - Wearable computing prototype, FPGA Programming/simulation - Activity recognition/data mining - Wrote a python script that read data from an IMU developed in-house and data mining - Preprocessed the data to account for normalization and removal of DC error, communicatedwith a classifier written in C++ to detect relevant gestures, sending results to a mobile (android/ios) device to perform activities based on the gesture.

- Replace the existing legacy Bond System with the Guidewire PolicyCenter. - CNA Risk Score -to replace the existing legacy risk Score system with the Guidewire PolicyCenter - Fixing the already released EPC LOBs enhancements and Incident-based work.

Collaborative Intelligence, Semantic Technologies, BigData(Hadoop and SPARK), Data Mining, Autonomous Mobile Robots, Applications of Artificial Intelligence, Embedded Intelligence, Neural Networks, Computer vision​.

Distributed systems, OOPS, Artificial Intelligence, Database management systems, Micro services, Requirement engineering, Internet of Things, Automata Theory.