Ra SheedRS
Looking for a job

Ra Sheed

@rasheed

Data Scientist specializing in machine learning and geophysical analysis.

Italy

What I'm looking for

I seek a collaborative environment where I can leverage my data science skills to solve complex problems and contribute to impactful projects.

I am a dedicated Data Scientist with extensive experience in developing innovative solutions using machine learning and deep learning techniques. Currently, I am working at The Hebrew University of Jerusalem, where I have successfully developed an Image Segmentation tool utilizing a Convolutional Neural Network (CNN) architecture. My work involves training algorithms to classify rock types and analyzing GPS time-series data, showcasing my ability to apply complex methodologies to real-world problems.

Previously, I contributed to geothermal drilling optimization at Oregon State University, leading an international data science group on the EDGE Project. My role involved implementing advanced models for well risk optimization and developing predictive models based on electromagnetic time series. My academic background includes a PhD in Earth, Environmental and Resources Sciences, where I honed my skills in data analysis and machine learning applications in geophysical contexts.

Experience

Work history, roles, and key accomplishments

TJ
Current

Data Scientist

The Hebrew University of Jerusalem

Nov 2021 - Present (3 years 6 months)

Developed an Image Segmentation tool using CNN architecture to identify sandstone cement. Trained a Random Forest algorithm for image classification and conducted GPS time-series analysis with a 1D CNN.

OU

Data Scientist

Oregon State University

Jan 2020 - Oct 2021 (1 year 9 months)

Optimized geothermal drilling using Machine and Deep Learning. Led an international data science group and implemented models for well risk optimization and electromagnetic time series prediction.

PO

Business and Data Analyst

Porini

Jul 2019 - Feb 2020 (7 months)

Designed and implemented ETL processes using SQL and Azure Databricks. Developed reports and dashboards with Power BI for banking data analysis.

UI

Researcher and Data Scientist

University of Naples Federico II

Nov 2012 - Feb 2019 (6 years 3 months)

Developed analysis techniques for geophysical data using Self-Organizing Maps and trained CNNs for real-time GNSS data analysis.

Education

Degrees, certifications, and relevant coursework

University of Naples Federico II logoUI

University of Naples Federico II

PhD, Earth, Environmental and Resources Sciences

2015 - 2019

PhD in Earth, Environmental and Resources Sciences focusing on advanced analysis techniques for geophysical data and real-time data analysis tools.

University of Naples Federico II logoUI

University of Naples Federico II

Master's Degree, Geology and Applied Geology

2012 - 2015

Master’s Degree in Geology and Applied Geology, emphasizing practical applications of geological sciences.

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