Ph.D. Mathematics · Quantum × AI
Tushar Pandey
I turn ideas into systems that ship.
✦Trained on proofs. Fluent in production.
Quantum
Can you compute with broken parts?
Error, corrected.
Fault tolerance for a non-abelian code, built at Oak Ridge. Lead author, APL Quantum 2025. Variational eigensolvers on real processors, first author, Physica Scripta 2026.
Physica Scripta, 2026the record
✦Every qubit is a rumour. The code is the fact‑check.
Reasoning
Can a machine think harder, mid-thought?
Reasoning that grows.
AGoT grows chains, trees and graphs as it runs.
✦It thinks harder when the question is harder. Rarer than it sounds.
Record
- Oak Ridge National Laboratory
- APL Quantum
- IBM Quantum
- MIT
- Texas A&M
- IIT Kanpur
Metrics
LLM inference at DataRobot: 30 to 40 percent faster deploys, throughput tripled.
TokenGrid, on the DataRobot blog
✦Six institutions, one consistent variable.
Contact
What’s left to prove?
Let’s build the improbable.
✦Improbable, not impossible. Usually a question of who is in the room.