Ideas made runnable.

PyAdMesh

Open-source h-adaptive finite-element software for error-driven refinement and inter-mesh data transfer.

Outcome: reported speed-ups up to 30× on GPU and 8× on CPU.

CMA-MAPPO

Hybrid evolutionary multi-agent reinforcement learning framework designed to improve exploration in sparse-reward cooperative environments.

Evidence: benchmarked against baseline algorithms using convergence and cumulative-reward measures.

Project Manager Dashboard

Production-oriented web system with role-based access, approval workflows, project monitoring, and financial tracking.