Pittsburgh, PA · Mathematical Sciences @ CMU
Shivansh Gour
Student researcher focused on formal methods, neural machine translation, and the geometry of
reasoning systems. I like turning abstract structure into usable software and readable proofs.
Labs & Collaborations
Current labs, collaborations, and systems I keep alive.
Carnegie Mellon University · Hoskinson Center
2025 — Present
Researcher — Unity: A Faithful Autoformalization Pipeline for Lean4
Building a RAG-free, process-driven translation pipeline from English to Lean4 with explicit
faithfulness checks and bidirectional alignment.
Founding Engineer — Agora
Building multi-agent reinforcement learning infrastructure with robust market mechanics,
orchestration, and evaluation at scale.
CMU–Pitt Directed Reading Program
2026 — Present
Student — Model Theory & Categorical Logic
Guided study on signatures, ultraproducts, adjoint semantics, and categorical formulations
of logical systems for automated reasoning.
Projects & Papers
Only the signals I still want visible on the surface.
Neon-saturated twist on Breakout with a little too much personality.
Where in the World is the ISS?
↗
Orbital tracking visualizer. Public link coming soon.
Solutions write-up for the 2021 Thomas Jefferson Physics Olympiad.
Science Olympiad Materials Science test I wrote and keep around for nostalgia.
Notes & Logs
Working notes, short write-ups, and stubborn curiosities.
Ultraproducts, saturation, and structural behavior.
Dependent types, proof objects, and language semantics.
Experiments, failures, and coherent sourdough timelines.