Social Media Data Science

Sarah ALJamal

Brooklyn, NY *****, 934-***-****

ad6ost@r.postjobfree.com http://www.linkedin.com/in/Sarah-Rajab-

https://github.com/sarahsuegirl

OVERVIEW

As a Fordham University graduate student holds a Master's degree in Data Science, I am actively seeking an internship or a job focused on machine or deep learning. I aim to leverage my comprehensive academic background and hands-on experience to make valuable contributions. My goal is to apply the skills and tools acquired during my studies to address challenging problems in the field, showcasing my proficiency in both the science and practical applications of machine and deep learning.

EDUCATION

Fordham University New York,NY Sept2022-August2024

Masters of Data Science; Computer Science

GPA: 3.82/4.00

Oct 6th University Giza,Egypt August2000-August2004 4

Bachelor degree of computer science and information systems

GPA:3.37/4.00

TECHNICAL SKILLS:

Technical: Python, R, Bash,MySQL,Algorithms and datastructure,Microsoft Power BI, Tableau,cloud computing,google cloud,streamlit,MongoDB,Cassandra,neoj4,Redis.XML parsing CSS selectors, HTML,CSS, Jason & API basics,beautiful soup for web scraping, java script basics, Matplotlib,Tensorflow,keras,Pandas,Numpy,pytorch,sklearn,Genarative AI using Gimini.

Diplomas: Oracle database diploma for one year, web design diploma, Graphics (photoshop, illustrator,InDesign), Digital marketing Nanodegree(Social media strategy,Advanced Strategy,Digital analysis, email marketing, Google AdWords).

Machine learning Deep Learning:

Feature engineering, normalization / standardization, model creation and selection, hyperparameter tuning, model testing and validation(cross validation and grid search)Algorithms chain and pipeline. Ability to work with and create confidently supervised (k-means, hierarchical, Dbscan and PCA) and unsupervised (SVM, NB, Random Forest, KNN, linear and logistic regression)models,create and optimize neural network ANN,CNN,RNN.

Languages: Fluent Arabic,Excellent English Intermediate French

WORK EXPERIENCE

Machine Learning Teaching Assistant Fordham University March2024-May2024

Provide support to students during office hours, helping them understand machine learning concepts and complete assignments.

Grade assignments, exams, and projects, providing constructive feedback to students.

Respond to student inquiries and emails in a timely manner.

Facilitate group discussions and study sessions to encourage collaborative learning.

Help students with technical issues related to machine learning libraries and tools, such as TensorFlow, PyTorch, scikit-learn, and Jupyter Notebooks.

Assist in setting up and troubleshooting programming environments and software installations.

Data Analyst We rise 4 wellness Jan2024-May2024

Collect, clean, and maintain data from various sources to ensure data accuracy and integrity.

Analyze large datasets to identify trends, patterns, and insights.

Use statistical methods to interpret data and produce relevant reports.

Perform data profiling to identify and understand anomalies.

Create visualizations and dashboards clearly and effectively using tools like Tableau, Power BI, or Excel.

Generate comprehensive reports that summarize key insights and recommendations for stakeholders.

Arabian Doctor Trading Est Data Analyst Giza,Egypt July2021- Dec2021

Developing and implemented databases and data collection systems using advanced excel and Power BI .

Acquiring data from primary and secondary sources and maintain data systems.

Identifying, analyzing, and interpreting trends or patterns in complex data sets

Locating and defining new process improvement opportunities.

Identifying areas within an organization or workflow where enhancements can be made to increase

efficiency, effectiveness, and overall performance.

Arabian Doctor Trading Est Digital Marketer Giza,Egypt Feb 2020-Feb2021

Plan and execute all digital marketing, including SEO/SEM, marketing database, email and social media.

Design, build and maintain our social media presence including (facebook,Instagram,,local magazines and websites)

Developed and implemented social media strategies to increase brand visibility and engagement.

Utilized analytics tools to track and analyze social media performance metrics such as reach, engagement, and conversion

Rate.

Provided regular reports and insights to evaluate the effectiveness of social media campaigns.

Collaborated with internal teams to create landing pages and optimize user experience.

Instrument conversion points and optimize user funnels.

Freelance Graphic designer Giza,Egypt Sept 2017-Oct2018

Developing designs briefs that suit the client’s purposes.

Meeting clients to discuss the business objectives and requirements of the job.

Profreading to produce accurate and high-quality work.

Created engaging visual content for social media platforms, including custom graphics, infographics, and promotional materials.

Worked collaboratively with marketing teams to align graphics with social media campaigns.

PROJECTS

Model Selection &Evaluation :

Create a comprehensive pipeline to evaluate the performance of five distinct machine learning models, each configured with different hyperparameters.

Implement a grid search to systematically explore various combinations of models and hyperparameters.

The objective is to identify the most accurate and effective model by determining the configuration that yields the highest accuracy score during the grid search process.

Feature engineering:

Feature Scaling &Normalization& Transformation.

Feature Encoding (Categorical Data)

Feature Cleaning & Imputation.

Dimensionality reduction using PCA

Creating a full linear regression model

with predictions model creation, Naiive bayes model creation and prediction.

Streamlit application for Data model:

creating a user interface that allows users to interact with and visualize the results of the data model.

The user enters some of the inputs and submit to find the prediction.

Web scraping:

Using beautiful soup and html parser.

NoSQL:

Leveraging MongoDB as a NoSQL database, set up a recipe database .

develop a Streamlit-based website for seamless CRUD (Create, Read, Update, Delete) operations.

Incorporate user authentication linked to MongoDB for secure login procedures.

Through the website interface, enhancing user experience and data management.

Deploy the application to facilitate easy access and usage.

Neural Network:

Develop a neural network encompassing both Artificial Neural Network (ANN) and Convolutional Neural Network (CNN) components.

Conduct model training and evaluation, along with essential optimization processes.

NLP SQL CHATBOT

Google cloud dockeriztion and containerization

Research &Achievements

I worked as collaboration in the following papers:

1.to underscores the potential of combining advanced data augmentation techniques with deep learning models to bolster cyber-security defense Shorten link https://rb.gy/bvxqfq

2.A Novel Approach to Classifying Visually Similar Species through Advanced Image Augmentation .

3.Multi-Labels Classification: Leveraging Deep Learning and Manual Data Collection for Identifying Visually Similar Bird Species.

interests: Bowling, family gathering, listening to music and jogging

Awards: Student Success Award

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