• Worked on AI subsystems for a geographically realistic simulator built in Unity game engine.• Trained, tested, and deployed lightweight neural networks on embedded devices.• Created and maintained multiple processes for rapid development and deployment of AI models.

W16: CS 610 - Artificial IntelligenceW16: CS 370 - Operating SystemsF16: SE 320 - Software Verification and ValidationSp16: CS 265 - Adv. Programming TechniquesW16: CS 510 - Intro. Artificial IntelligenceF15: CS 380 - Intro. Artificial IntelligenceF15: CS 472 - Computer Networks

F13: EECS 280 - Programming and Intro. Data StructuresW14: EECS 492 - Intro. to Artificial IntelligenceF14: EECS 203 - Discrete Mathematics

• Graduate researcher with Ed Durfee investigating multi-agent systems.• Worked in the area of multi-agent commitments under reward uncertainty.

• Worked in the APRIL Laboratory under the supervision of Dr. Edwin Olson.• Attended research and ethics workshops.• Collaborated with fellow Rackham Merit Fellowship recipients.

• Assist in laboratory research by working with professors from the Aerospace and Computer Science Departments as well as other students.• Meet weekly to discuss progress and to coordinate research efforts with other project members across multiple departments.• Develop a neural network for UAVs to handle unexpected variations in flight.

• Researched multilayer perceptrons (MLP) and identifying handwritten numbers under the supervision of Dr. Amar Raheja.• Tested several types of MLPs using MNIST digits while varying number of layers, number of nodes, and training set size.• Selected highest performing MLP from trials and fine-tuned to achieve over 95% digit accuracy.

• Develop and implement features into a web-based flight and ground dictionary management system for SMAP mission-specific requirements.• Work with creating and processing complex object models to form an application that is both simple to use and powerful.• Design extensive version control system to effectively track and present hundreds of dictionary revisions while handling multiple object definition changes.

• Managed day-to-day operations of private web hosting business including working with clients to resolve issues, moderating clients and services, and ensuring proper functioning of servers.• Worked with implementation of services such as the creation and management of web hosting accounts.• Assisted in website maintenance with HTML, CSS, and Python as well as allocation of necessary resources including server hardware and application software.

• Worked with ColdFusion and SQL to create web pages and improve the website for the Project Management Office while maintaining a user-friendly online work environment and reducing application overhead.• Effectively delivered necessary data by optimizing dozens of databases and creating efficient query methods.• Performed regular maintenance on over a hundred web pages and quickly solved issues as they arose.