cv
Basics
Name | Rutuja Gurav |
Label | Computer Scientist |
rutujagurav100@gmail.com | |
Url | https://rutujagurav.github.io |
Education
Work
- 2024.06 - 2024.08
Researcher
NASA Frontier Development Lab (FDL)
Forecasting radiation exposure for human spaceflight using solar observations and bayesian deep learning
- Team: Virtual Dosimeter
- 2022.06 - 2022.09
Graduate Summer Research Intern
Lawrence Livermore National Lab (LLNL)
Modeled multi-scale, multi-physics simulations using Graph Neural Networks (GNNs).
- Team: Data Science & Analytics Group
- 2021.06 - 2021.08
Graduate Summer Research Intern
Oak Ridge National Lab (ORNL)
Conflation of Geospatial POI Data and Ground-level Imagery via Link Prediction on Joint Semantic Graphs.
- Team: Geoinformatics Engineering
- 2018.06 - 2018.08
Data Science Intern
Esri Inc.
Water mains breaks prediction using historic pipe records to forecast future breaks in water supply pipelines to aid risk assessment and maintenance.
- Team: GeoAI
Publications
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2023.12.15 Can SAM recognize crops? Quantifying the zero-shot performance of a semantic segmentation foundation model on generating crop-type maps using satellite imagery for precision agriculture
NeurIPS 2023 AI for Scientific Discovery: From Theory to Practice
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2022.12.15 Identifying Witnesses to Noise Transients in Ground-based Gravitational-wave Observations using Auxiliary Channels with Matrix and Tensor Factorization Techniques.
NeurIPS 2022 AI for Science: Progress and Promises
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2021.11.15 Conflation of geospatial POI data and ground-level imagery via link prediction on joint semantic graph.
ACM SIGSPATIAL 2021 International Workshop on AI for Geographic Knowledge Discovery
Awards
- 2025
Distinguished Teaching Award (Nominated)
University of California, Riverside
Nominated for the Distinguished Teaching Award for the academic year 2024-2025 for demonstrating excellence as a teaching assistant.
Volunteer
- 2023.06 - 2023.08
Research Mentor
LIGO Scientific Collaboration
Mentored a visiting student on the Summer Undergraduate Research Fellowship (SURF) working on seismic state characterization.
- 2022.06 - 2023.08
Research Mentor
Digital Agriculture Group @ UCR
Mentored an undergraduate student on the Digital Agriculture Fellowship under the Research in Science and Engineering (RISE) program working on crop classification for precision agriculture.
- 2022.06 - 2022.08
Research Mentor
LIGO Scientific Collaboration
Mentored a visiting student on the Summer Undergraduate Research Fellowship (SURF) working on transient noise source identification.
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Skills
Programming Languages & Software | |
Python (proficient) | |
C/C++ (intermediate) | |
MATLAB (intermediate) |
Machine Learning | |
Numpy | |
Scipy | |
Pandas | |
Scikit Learn |
Deep Learning | |
PyTorch / Lightning | |
Tensorflow / Keras |
Tensor Analysis | |
Tensorly (Python) | |
Tensor Toolbox (MATLAB) |
Collaboration & Experiments Tracking | |
Git | |
Google Colab | |
Weight & Biases / Tensorboard |
Certificates
GenAI with Diffusion Models | ||
DeepLearning.AI | 2024-11-26 |
AWS S3 Basics | ||
Coursera Project Network | 2024-05-24 |
GenAI with LLMs | ||
DeepLearning.AI | 2024-05-16 |
Machine Learning | ||
Stanford University | 2016-08-11 |
Languages
English | |
Proficient |
Marathi | |
Native speaker |
Hindi | |
Native speaker |