Professional Skills

Hey, I'm Sean, a CS graduate student at Georgia Tech specializing in AI. I work at the intersection of machine learning research and product development. My passion lies in web development, and in my free time I build projects that combine my studies with clean and intentional user interfaces.

AI/ML Research & Development

Coursework includes Efficient Machine Learning, Natural Language Processing, Computer Vision, and Machine Learning. My primary focus is improving AI system transparency and interpretability through analysis and feature isolation. I also specialize in taking models from research projects to production-ready systems using both industry-standard and emerging techniques.

PyTorch • TensorFlow • HuggingFace • Jupyter • NumPy

Fullstack Engineering

I build full-stack applications focused on performance, scalability, and user experience. My approach emphasizes type-safe architectures, efficient data handling, and seamless deployment pipelines. I've shifted from making websites that just look good to building products that solve real problems.

Next.js • React • TypeScript • Postgres • Supabase • Redis • Docker • AWS • GCP

Interactive 3D Experiences

I create immersive 3D web experiences that enhance user engagement without sacrificing performance. From concept mock ups in Blender to optimized WebGL deployment, I focus on achieving specific creative visions without distracting users from the key site purpose. I'm deliberate about using 3D only when it makes sense.

Three.js • React Three Fiber • Blender • WebGL

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