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Husayn El Sharif

Senior Data Scientist specializing in geospatial ML and environmental analytics

Atlanta, GAData Scientist (Research Engineer)16 years experienceSeniorEducationResearchEnvironmental Services
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About

Applied ML practitioner who deployed a near-real-time water-quality monitoring tool for Gwinnett County by fusing ESA satellite imagery with in-situ measurements to predict chlorophyll-A and support early warnings for harmful algal blooms. Also working on a multimodal deep-learning project combining skin lesion images with patient tabular/text data (TensorFlow, embeddings) to predict melanoma risk.

Experience

Data Scientist (Research Engineer)Georgia Institute of Technology
Engineering Consultant (Part-Time)4Earth, Inc.
Data Scientist (Postdoctoral Fellow)Georgia Institute of Technology
Machine Learning Researcher (Ph.D. Research)Georgia Institute of Technology
Data Scientist (Graduate Research Assistant)Florida Atlantic University

Education

Georgia Institute of Technologydoctorate, Civil Engineering (2019)
Georgia Institute of Technologymaster, Civil Engineering (2016)
Florida Atlantic Universitybachelor, Civil Engineering (2011)

Key Strengths

  • Built and deployed near-real-time ML system using ESA satellite imagery to estimate chlorophyll-A for Lake Lanier
  • Experience fusing heterogeneous data sources (in-situ measurements + multi-channel imagery) for predictive modeling
  • Scalable processing of terabytes of imagery using Google Cloud Platform
  • Strong model selection/validation discipline (literature-driven approach + 5-fold cross-validation)
  • Practical data cleaning with domain verification (outlier review with field technicians)
  • Developed automated imagery quality filtering for sunglint contamination using channel-threshold heuristics
  • Delivered production tool under funding/deadline constraints with accuracy targets tied to regulatory needs

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Languages

English

Skills

PythonSQLRMATLABGitJupyterLabNumPyPandasScikit-learnTensorFlowPyTorchPySparkDatabricksSnowflakeAWS