Machine Learning Stochastic Analysis
Data Analytics Simulation Analytics
Data Engineering Modeling & Optimization
Using CNNs to detect mental illness using brain SPECT imaging.
Using Joost decomposition to convert a single-core discrete simulation into a multi-core (parallel) simulation, such that equivalence is maintained.
Reducing bias and variance given a noisy parameter in a convex optimization function .
Used stochastic analysis and optimization to determine in a noisy environment optimal traveling path of drones, in this case robotic flying bees. This project also conceptualized wireless communication to a cloud computer.
Used real-time data to update a machine-learning algorithm (online learning) that determines when to call for service (replenish or emptying of vehicle at a station), given that customer satisfaction should remain at a high level.
For contact information please see my resume, which can be found here.