Machine Learning Engineer
I'm a Machine Learning Engineer at Amazon Creative Experiences, developing tools for AI media insights. I build applications that combine product and research, with a focus on agentic learning companions. When I'm not coding, you can find me snowboarding or reading classic philosophy.
A multimodal agent that leverages SigLIP 2 and JAX/Flax to teach transformer architectures. It generates structured lesson plans and integrates technical diagrams from Jay Alammar's blog to visualize AI/ML concepts. I built this to deepen my own intuition for GPT and Diffusion models.
A RAG engine exploring existential questions through the lens of history's greatest philosophers. I indexed a curated library of my favorite classical works using FAISS with cross-encoder reranking, then synthesized the context with Gemini 3 to generate cited, nuanced answers.