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Graduate Research Assistant
Kansas State University• August 2016 - Present
1. Developed recurrent neural network (LSTM and GRU) based sequence prediction models to forecast dengue fever outbreaks using correlation-based feature selection methods that selects relevant disease incidence data. 2. Designed and developed the backend server and the frontend user interface of an Epidemic forecasting dashboard to visualize spatial and temporal data using JavaScript, leaflet.js, Node.js, and PostGIS. 3. Developed a blockchain-based decentralized data management framework for the US beef cattle industry. 4. Designed models for graph generation and epidemic simulation of infectious diseases on graphs.
Senior Software Engineer
samsung electronics• April 2013 - July 2016
1. Managed the Connectivity, Security, and Protocol team of the OCF IoTivity QA project as a team lead in 2016. 2. Developed tools for unit, integration, and compliance test of the OCF IoTivity framework. A major contribution was to expand a Java-based CoAP library to test the IoTivity framework. 3. Implemented and maintained a TURN-based NAT traversal solution to establish TCP connections via relay servers
Education
Kansas State University
Electrical Engineering, PhD• August 2016 - Present
Bangladesh University of Engineering and Technology (BUET)
Electrical Engineering, BS• 2008 - 2013
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