RAGHAD A ALGHONAIM

[ adgbds@r.postjobfree.com Ó +966-***-***-*** raghadalghonaim raghada ® ralghonaim.com SKILLS

Languages

Arabic (mother tongue) English (fluent)

Programming Languages

Python Java C C#

Machine Learning Tools

PyTorch Keras Scipy OpenCV

torchvision CUDA scikit-learn

Data Analysis and Visualization

NumPy Pandas Plotly Matplotlib

Seaborn Alteryx Tableau Deck.gl

3D Simulation

Unity3D CoppeliaSim

Frontend and Backend

SQL PostgreSQL REST API Flask

WordPress HTML CSS

Software Engineering

Agile Software Development (SCRUM)

JUnit Python unittest Git

PROJECTS

Age Regression from Brain MRI

ralghonaim.com/portfolio/AgeRegression/

Tools: Python, PyTorch, and Google Colab

Mini Neural Networks Library Using

Python

ralghonaim.com/portfolio/PythonNN/

Tools: Python, NumPy, Pandas,

scikit-learn, Keras

Deep Reinforcement Learning Agent with

Randomly Generated Mazes

ralghonaim.com/portfolio/DeepQN/

Tools: Python, PyTorch, Matplotlib,

NumPy, OpenCV

Image-Based Robot Learning for

Manipulation

ralghonaim.com/portfolio/RobotLearning/

Tools: Python, PyTorch, NumPy, OpenCV,

CoppeliaSim, PyRep

EDUCATION

MSc in Computing (Artificial Intelligence and Machine Learning)

Imperial College London

September 2019 – October 2020 London, United Kingdom GPA (current): 75% (4.0/4.0 equivalent). Distinction. BSc in Computer Science

King Saud University

September 2013 – May 2017 Riyadh, Saudi Arabia GPA: 5.0/5.0. Dean List. Ranked First.

EXPERIENCE

Data Scientist

Mozn Systems

May 2017 – Sept 2019 Riyadh, Saudi Arabia

Built a data-driven simulation engine that minimized the error rate of a production governmental engine from > 20% to be less than 0:3%

Worked on applying different machine learning techniques to various challenges such as computer vision

Constructed user interfaces for clients to interact with the models we built and enhance their business processes

Created machine learning and ETL pipelines using Python, Scala, and Spark

Teaching Assistant

Prince Sultan University

Dec 2017 – Aug 2019 Riyadh, Saudi Arabia

Taught and assisted different courses, including Java programming, Operating Systems, Software Testing, 3DModellingandDesign,and Game Development.

Summer Intern

King Faisal Specialist Hospital and Research Center

June 2016 – July 2016 Riyadh, Saudi Arabia

Used R programming language along with kidney transplant patients data to investigate the reasons behind the phenomenon of readmitting patients to the hospital within 72 hours of discharge FELLOWSHIPS/SCHOLARSHIPS

Qimam Fellowship - Fellow

Misk Fellowship - Graduate Fellow

Elite Scholarship - Receiver

PUBLICATIONS

[1] R. Alzohairi, R. Alghonaim, S. Aloqeely, W. Alshehri, M. Alzaidan, and O. Bchir, “Image-Based Arabic Sign Language Recognition System,” International Journal of Advanced Computer Science and Applications, vol. 9, no. 3, Apr. 2018.

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