Modular orchestration, fail-safe design, hybrid memory management, and LLM integration with domain knowledge are essential to agentic systems that reason, act, and adapt at scale.

"Pervasive gender inequality and economic disparity continues to deny women a voice on a global level. Yet, no fundraising platform in the world exists to support women. So, I decided to build one.” ...