Skip to content
View rushmarshall's full-sized avatar
0 followers · 25 following

Achievements

Achievement: YOLO

Achievements

Achievement: YOLO

Highlights

  • Pro

Block or report rushmarshall

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
rushmarshall/README.md

Typing SVG

Portfolio  LinkedIn  Scholar  ORCID  ResearchGate  Space4Water

About Me

Ph.D. researcher at Johns Hopkins University in the Department of Environmental Health & Engineering (Geography & Environmental Engineering track), building AI/ML-driven hydrological models and flood forecasting systems. My work bridges computational science and real-world resilience, from advancing land surface modeling to engineering coastal defenses that protect 250,000+ residents across the Caribbean.

Licensed Professional Engineer with research spanning 7 countries and fluency in English and Mandarin Chinese.

H-Index  Citations  Publications  i10-Index
Repos  Private  PE  Countries
as of 2026 · verify on Google Scholar

Selected publications
  • Integrating AI/ML in Hydrological Modeling, Int. J. River Basin Management, 2025, 69 citations
  • SWAT and CMIP6-driven Hydro-Climate Modeling, Earth Systems and Environment, 2025, 42 citations
  • Assessment of Terrain Scenario Impacts, Advances in Hydroinformatics, 2022, 37 citations
  • The Climate and Land-Use Change Feedback, Resilience and Sustainability in the Congo Basin, 2026

All Publications

Technical Skills

Programming Languages
Python R JavaScript SQL MATLAB		Machine Learning & Data Science
TensorFlow PyTorch scikit-learn Pandas NumPy XGBoost CNN LSTM
GIS & Remote Sensing
Earth Engine geemap QGIS ArcGIS GDAL Rasterio		Hydrological & Coastal Modeling
SWAT HEC-RAS HEC-HMS NASA LISF HAND Delft3D MIKE Suite
Cloud & DevOps
AWS Docker GitHub Actions Git Linux		Databases
PostgreSQL MySQL SQL Server
Research Domains

Hydroinformatics Remote Sensing ML/AI Climate Change Flood Forecasting Water Resources Agricultural Ecosystems

Education

2026 – present   Ph.D. Environmental Health & Engineering, Johns Hopkins University
2025 – 2026     Ph.D. Civil & Environmental Engineering, University of Virginia
2020 – 2022     M.Sc. Hydroinformatics & Water Management, EuroAquae+ Erasmus Mundus
2015 – 2020     B.Eng. Harbor, Waterway & Coastal Engineering, Hohai University, China

GitHub Activity

GitHub Stats Streak

Experience

2026 – present   Graduate Research Assistant, Johns Hopkins University, Baltimore, MD
2022 – 2025     Coastal & Hydroinformatics Engineer, Smith Warner International, Jamaica
2022                Smart Water Engineer, SUEZ, Paris
2021                Lead Data Analyst, Remote, France


CUAHSI EU CHEC PE

ASCE · EWRI · AGU · AWWA · COPRI · JIE Jamaica

Open to collaborations in flood forecasting, coastal resilience, and AI/ML for water resources.

Connect

Johns Hopkins University · Baltimore, MD

Popular repositories Loading

  1. earthengine-community earthengine-community Public

    Tutorials and content created by Earth Engine users, for Earth Engine users

    Jupyter Notebook

  2. rushmarshall rushmarshall Public

    Ph.D. Researcher · Hydroinformatics & AI/ML · Johns Hopkins University

  3. FloodRisk-HAND FloodRisk-HAND Public

    HAND-FIM flood inundation mapping with social vulnerability assessment and compound flood risk analysis

    Python

  4. PySWATPlus PySWATPlus Public

    SWAT+ watershed model calibration, sensitivity analysis & validation toolkit with Streamlit UI

    Python

  5. CMIP6-Downloader CMIP6-Downloader Public

    Interactive CMIP6 climate model data downloader — OPeNDAP subsetting, multi-server failover, 61 GCMs

    Python

  6. Caribbean-Coastal-Resilience Caribbean-Coastal-Resilience Public

    Compound flood risk assessment framework for Caribbean Small Island Developing States (SIDS)

    Python