I'm interested in on-device ML, scalable cloud deployments on AWS, generative AI, and deep learning. My current experience is mostly with third-party APIs - Vertex AI, Kling AI, OpenAI, ElevenLabs, and similar platforms. My goal is to move away from that and start training and owning my own models - controlling how they scale, what they can do, and not being dependent on someone else's infrastructure or token pricing.