Looking ahead, I want my work to live at the edge of what’s possible, where raw computation meets human intent in ways that feel effortless, even magical. I’m drawn to the challenge of building systems that don't just respond, but anticipate; tools that learn alongside their users, adapt to their needs, and help them think more clearly, create more freely, and act more decisively. I want to push the boundaries of interpretability in AI, to make models not only smarter but more transparent, accountable, and aligned with the messy complexities of the real world. I'm especially fascinated by the convergence of low level optimization and high level intelligence, how we can build models that run in milliseconds on constrained devices while still delivering insight that feels personal and profound. Beyond code, I want to contribute to the open source community, mentor other builders, and help shape the ethical frameworks that will guide the next wave of intelligent systems. My ultimate goal is to craft tools that dissolve the friction between idea and execution, and to create platforms where innovation becomes a shared language between people and machines. I believe the most powerful systems in the future won’t just be efficient or scalable, they’ll be deeply humane, and I want to help build them.