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Ahmed D.
Data Engineer
Ahmed boasts over 13 years of extensive experience as a Data Analytics and Business Intelligence professional specializing in data analysis and visualization.
He possesses extensive experience in Data Cleaning and Exploratory Data Analysis (EDA), utilizing a wide array of tools and languages such as Python, IMPALA, Hive, SQL, PySpark, Pandas, NumPy, TensorFlow, and Keras.
Ahmed's professional background encompasses roles as a Senior Big Data, Data Scientist, and Data Architecture consultant, with expertise in RF Planning and Optimization, Capacity Planning, and Wireless Solution Architecture.
Main expertise
- Apache Hive 5 years
- Apache Kafka 4 years
- Apache Spark 5 years
Other skills
- Keras 2 years
- Budget management 2 years
- TensorFlow 2 years
Selected experience
Employment
Data Analytics & BI Senior Supervisor
Orange - 1 year 11 months
- Data Analysis & visualization using Power BI and Tableau.
- Building the B2B analytics ecosystem to serve the marketing and sales verticals.
- Automating the generation of frequent manual reports.
- Designing data mining models to cater to B2B insights needs.
- Developing pricing simulation models.
- Automating the calculation cycle for SIP-related KPIs.
- Successfully developed a churn model to analyze and predict customer churn behaviors and make predictions.
Technologies:
- Technologies:
- Data Engineering
Python
SQL
- Project management
MSSQL
Tableau
Plotly
Microsoft Power BI
Big Data & Data Scientist
Etisalat Misr - 5 months
- Develop network architecture using Spark, YARN, Cloudera CDH, and Hadoop.
- Utilize various statistical tools to interpret data sets, focusing on identifying trends and patterns valuable for diagnostic and predictive analytics.
- Perform data cleaning and exploratory data analysis (EDA) using Python, IMPALA, Hive, SQL, PySpark, Pandas, and NumPy.
- Construct models to address business problems, including CNN, RNN, DNN, NLP, Computer Vision (CV), and TensorFlow/Keras.
- Present dashboards using data visualization techniques, including Tableau and MS Power-BI.
Technologies:
- Technologies:
Apache Hive
Apache Kafka
Apache Spark
-
Python
-
SQL
-
Tableau
Apache NiFi
Keras
TensorFlow
NumPy
Pandas
Hadoop
Cloudera
-
Microsoft Power BI
Data Architecture
Trend Solutions - 3 years 8 months
- Conduct assessments and evaluations and provide recommendations for target architecture strategies and processes.
- Consult on architecture-related concerns, ensuring alignment with the enterprise data strategy.
- Recommend migration strategies, enterprise architectures, tools, and infrastructure required for successful solution implementation.
Technologies:
- Technologies:
-
Apache Hive
-
Apache Kafka
-
Apache Spark
- Data Engineering
-
Python
-
SQL
-
MSSQL
-
Keras
-
TensorFlow
-
NumPy
-
Pandas
-
Hadoop
-
Plotly
-
Microsoft Power BI
Education
MSc.Big Data & Data Science
Nile University, Giza, Egypt · 2022 - 2024
BSc.Electronics & Communications Engineering
Cairo University, Cairo, Egypt · 2005 - 2009
Portfolio
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