Data Scientist
Digital Egypt - Administrative Control Authority
Total years of experience :2 years, 7 Months
- set the required environment up for data science and machine learning operations with basic dependencies.
- worked with the management to set a quarterly plan for the team
- developed a query execution automation program using python
- migrated to cloudera platform helped to easily access and operate on huge data
- developed a text-matching library with text cleansing to match texts in an enormous number of documents
- applied data preprocessing on massive data to reshape it, resulting in reducing the size of data by 70%
- applied anomaly and fraud detection algorithms on time-series data to detect patterns, trends, and outliers
- applied OCR algorithms to detect texts on hand or digital written documents
- developed a program to categorize text data into certain categories
- built predictive models using various machine learning tools to predict the rental value of properties (Virtus company)
- conduct data regression analyses of the relationship between properties features and rent growth, achieving statistical-based decisions making for the customer (Virtus company)
- analyze and operate on huge data using batch streaming on postgreSQL (Levelset company)
Master's of Engineering in Data Science and Artificial Intelligence from uOttawa under supervision of DEBI