Developing digital twin technologies for cities to improve civil infrastructure and urban planning.

Keeping underground art alive.

Worked with Dr. Yunus Telliel in investigating human/AI interfacing and literacy, evaluating affordances, AI interactions, transparency and ethical implications of AI-driven media, and strategies for faculty adoption in higher education.

Developed specialized, heterogeneous multi-agent reinforcement learning algorithms for swarm systems.

Became the lead engineer for the back-end team.

Contributed to a Docker‑based, plugin‑driven DAG pipeline for paralinguistic annotation.

Developed cross‑platform backend APIs and CLI installers (macOS/Linux).

Optimized plugin dependencies to shrink transcription and analysis times by >10 minutes.

Authored documentation and led end‑to‑end testing.