AMBR · AI for Bio
Machine learning for antibiotic-resistance research. Built with the team that won Hack-Nation 2026.
Things I have built
Projects
Products, research tools, and experiments. Some grew over months; others came together with a team in a weekend.
Nyra
A personal AI assistant that follows a conversation and offers help when it is useful. Starting with voice, timing, and context.
PrognoseWerk
Probabilistic demand forecasting, with research into Bayesian deep learning and calibrated uncertainty.
Language-guided 3D editing
Grounding language in a scene graph, validating structured actions, and executing edits in NVIDIA Isaac Sim.
Runner Audio Tour
A prototype that combines running routes, local landmarks and spoken stories.