Shree Hari Sureshbabu

Sr. Applied Research Associate

Welcome! I am an algorithms researcher working for JPMorgan Chase at the Center for Global Technology Applied Research (GTAR). My research explores the intersection of physics and algorithms, with particular emphasis on probabilistic and quantum computing.

Research Focus

Current Work

My current research at JPMorgan Chase focuses on:

  • Quantum computing and algorithms
  • Neural Networks and Monte Carlo techniques

Past Work

Previously, I've worked on:

  • ML for photonics
  • Variational quantum methods for quantum chemistry and many-body physics

Publications

Characterizing privacy in quantum machine learning

2025

Jamie Heredge, Niraj Kumar, Dylan Herman, Shouvanik Chakrabarti, Romina Yalovetzky, Shree Hari Sureshbabu, Changhao Li, Marco Pistoia

Iterative Interpolation Schedules for Quantum Approximate Optimization Algorithm

2025

Anuj Apte, Shree Hari Sureshbabu, Ruslan Shaydulin, Sami Boulebnane, Zichang He, Dylan Herman, James Sud, Marco Pistoia

Parameter setting heuristics make the quantum approximate optimization algorithm suitable for the early fault-tolerant era

2025

Zichang He, Ruslan Shaydulin, Dylan Herman, Changhao Li, Rudy Raymond, Shree Hari Sureshbabu, Marco Pistoia

Characterizing barren plateaus in quantum ansätze with the adjoint representation

2025

Enrico Fontana, Dylan Herman, Shouvanik Chakrabarti, Niraj Kumar, Romina Yalovetzky, Jamie Heredge, Shree Hari Sureshbabu, Marco Pistoia

Parameter Setting in Quantum Approximate Optimization of Weighted Problems

2024

Shree Hari Sureshbabu, Dylan Herman, Ruslan Shaydulin, Joao Basso, Shouvanik Chakrabarti, Yue Sun, and Marco Pistoia

Quantum option pricing via the Karhunen-Lo\{e} ve expansion

2024

Anupam Prakash, Yue Sun†, Shouvanik Chakrabarti, Charlie Che, Aditi Dandapani, Dylan Herman, Niraj Kumar, Shree Hari Sureshbabu, Ben Wood, Iordanis Kerenidis, and Marco Pistoia

Characterizing privacy in quantum machine learning

2024

Jamie Heredge, Niraj Kumar, Dylan Herman, Shouvanik Chakrabarti, Romina Yalovetzky, Shree Hari Sureshbabu, Changhao Li, Marco Pistoia

Get In Touch

Contact Information

Organization

Global Technology Applied Research, JPMorgan Chase

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