Harshitha Gr
MS in Data Science | Seeking Summer Internship - 2025
- Role
- Quantum Researcher at Do Quantum
- Location
- College Park, MD, US
- LinkedIn followers
- 500 followers
About Harshitha Gr
I am an aspiring Data enthusiast with a solid foundation in Computer Science and…
Experience
Quantum Researcher
Feb 2025 — Present · College Park, MD, US
Conducting research on Quantum-Enhanced Machine Learning (QEML) techniques, specifically Quantum Support Vector Regression (QSVR) and Quantum Gaussian Process Regression (QGPR) to predict material properties such as band gaps, piezoelectric coefficients and energy storage capacities across arbitrary datasets. • Evaluating the robustness and scalability of the Quantum-Assisted Learning (QAL) framework by analyzing the effects of quantum kernel choices, feature map variations and data quality with the goal of generalizing material predictions beyond dataset-specific constraints. • Leveraging simulation tools like VASP, Quantum ESPRESSO and Qiskit alongside ML frameworks (TensorFlow/PyTorch) to accelerate the discovery of stronger, cost-effective materials for industries including energy storage, aerospace, quantum hardware and semiconductors contributing to more data efficient and scalable materials innovation.
Education
KNS Institute Of Technology
Bachelor's of engineering
2019 — 2023
University of Maryland
Master of Science - MS
2024
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