Key Professional Outputs:
RAPIDE simulator: Primary care simulator for capacity planning during a pandemic. Demonstrating advantages of using digital health despite limitations.
Simulator platform: AnyLogic 8.9 and Python
Dashboard platform: R-Shiny
Paradigms used: System Dynamics, Discrete Event Simulation, Agent-Based Simulation, Hybrid Simulation.
Analytic Tools: Machine Learning and Influence analysis using experimental design
CITYSEIRCast Simulator: Digital-twin-inspired agent-based model for pandemic simulation. Acted as lead programmer and modeller on the project.
Simulator platform: C++ and Python
Dashboard: Python Dash
Analytics: Spatial Synchronization and correlation-based analysis to study risk evolution
Dengue Sim: Network-based dengue dynamics simulator using road transportation network as a proxy.
Simulator Platform: C++ and Python
Other models: Onchocerciasis elimination probabilities with Fly Traps.
Analytics using geometric properties of arrays of traps.
Simulation platform: MATLAB (legacy code that I worked on)
Leishmaniasis and its thresholds when humans move between cities/villages.
Simulation platform: C++
Analytics: GNUPLOT