Moustafa E.

Moustafa E.

Data Scientist/Data Engineer

Cairo, Egypt
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About Me

Moustafa is a Data Scientist with a solid background in applying data science and modelling techniques to tackle complex business problems. He builds and deploys highly performant predictive models - generating insights and making recommendations on products. He is adept at exploring the intersection of real business problems with messy data sets and finding effective ways to simplify and focus on practical solutions that deliver value to clients.

Work history

UpStack
UpStack
Data Scientist/Data Engineer
2021 - Present (3 years)
Remote
  • Delivers data warehouse and ETL solutions as part of an agile team using advanced machine learning techniques to improve performance and processes.

  • Helps build and improve infrastructure, application and performance development and ensures tight security including data encryption, security groups, and environmental scanning.

  • Ensures high-quality deliverables and implements DevOps and security best practices in fast-paced environments.

Waymark
Waymark
NLP Engineer
2021 - Present (3 years)
United States of America
  • Build language models to extract regulatory documents and perform data analysis to capture insights from large data sets.

  • Handle topic modelling on the project - engineering NLP pipelines to capture correlations between classes and keywords.

  • Deploy code for production, analyze information to discover complex patterns and develop experiments to extract use cases.

Upwork
Upwork
NLP Engineer / AWS Specialist
2018 - 2021 (3 years)
Remote
  • Worked on multiple initiatives to create and improve different ML models and analytics solutions for clients.

  • Managed all data exploration, feature engineering, model training, deployment, monitoring, and calibration tasks.

  • Worked with distributed data pipelines to deliver the highest impact to users.

Portfolio

Data Engineer - Big Data Analysis on League of Legends Dataset using Spark
Data Engineer - Big Data Analysis on League of Legends Dataset using Spark

Worked on a project that used the League of Legends matches dataset to extract insights on games, champions, and other items. Utilized Spark streaming to help the Riot API predict which team will win in a current/ongoing match the level of threat posed by an opponent.

Data Scientist - Operationalize-a-Machine-Learning-Microservice-API
Data Scientist - Operationalize-a-Machine-Learning-Microservice-API

Built and deployed a model as part of a personal DevOps track - handling 1000+ requests using Kubernetes. The solution can work with extensions for any pre-trained machine learning model, such as models for image recognition and data labelling.

Data Engineer - ETL Pipelines
Data Engineer - ETL Pipelines

Designed and developed an ETL pipeline built to implement a sophisticated pattern matcher to scan millions of documents and search for all matches. Handled all preprocessing and extracting insights and stored results in a database ready for querying.

Education

BSc. Information and Communication Engineering
BSc. Information and Communication Engineering
Zewail University for Science and Technology
2016 - 2020 (4 years)