Ideas realised.
Experience earned.

Marketing Social Media Simulation Platform

React · Django · PostgreSQL · AI Simulation Service · Docker

Co-developed a social media simulation platform for marketing education. Students publish content, AI audiences generate interactions, and dashboards report engagement, sentiment and audience segmentation.

Integrated the frontend, backend, database, AI service and analytics dashboards. Asynchronous processing reduced the generation time for 50 AI responses from approximately 91 seconds to 3 seconds.

Supported teacher analytics at overall, course and post levels, persona creation, Docker containerisation and mobile UI improvements.

Dynamic Path Planning via Monte Carlo Optimisation

MATLAB · Numerical Optimisation · Probability & Statistics

Sampled control sequences, evaluated trajectory costs through Monte Carlo simulation, and selected top-K elite sequences.

Improved convergence stability and computational efficiency through early stopping and poor-sample pruning.