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Ahmed Basha

Ahmed Basha

Data Engineer

Flix | Berlin

Technologies

My Portfolio Highlights

My New Course

Introduction to Python

My New Project

Cleaning Bank Marketing Campaign Data

My New Track

Data Engineer

Data ambassador, bridging the gap between numbers and human understanding.

My Work

Take a look at my latest work.

course

Introduction to SQL

course

Introduction to Python

course

Intermediate Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Flix | Nov 2021 - Present

Data Engineer

- Design and build end-to-end data pipelines by collecting and scraping data from external data sources using Python, AWS and Snowflake to develop ETL/ ELT processes and data models, and Docker, Kubernetes and Gitlab CI/CD for continuous deployment. - Utilize Snowflake and AWS to store and manage large datasets, ensuring data quality and consistency throughout the pipeline. - Build automated workflows using Airflow, Gitlab CI/CD, and Kafka to streamline data collection and processing, reducing manual intervention and increasing pipeline efficiency. - Use Flyway to manage database schema migrations and version control, ensuring the accuracy and consistency of data across different environments. - Collaborate with cross-functional teams, including data scientists and business analysts, to understand their data needs and provide solutions that meet their requirements. - Develop and maintain documentation and monitoring tools using Datadog to ensure the scalability and sustainability of data pipelines, identifying and resolving issues proactively to minimize downtime. - Build APIs using Python to provide easy access to the data for stakeholders, and utilize PowerBI to create data visualizations that enable stakeholders to make informed decisions. - Stay up-to-date with emerging technologies and best practices in data engineering, evaluating and implementing new tools and techniques to improve pipeline performance and reliability.
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Syncwork Ag | Jan 2021 - Oct 2021

Data Analytics Consultant

- Developed a deep learning model using HuggingFace - BERT for Parapharmaceutical text classification for drugs and diseases matching for Bayer AG in Berlin. - Achieved a high F1 score by optimizing the model's hyperparameters and fine-tuning the pre-trained BERT model. - Conducted data preprocessing and cleaning to ensure the quality and suitability of the data for the project. - Collaborated with the project team to understand the client's requirements and translate them into technical specifications. - Created detailed technical documentation and presentations to communicate the project progress, results, and findings to the client and the project team. - Worked on a legacy data warehouse migration project for Swisscom AG in Switzerland. - Used SAP Data Services Designer to migrate the SQL server database to Teradata. - Conducted testing and validation to ensure the accuracy and completeness of the migrated data. - Maintained clear communication channels with the project team and the client to ensure project milestones and deadlines were met.

Chatterbug | Nov 2019 - Dec 2020

Data Science (working student)

- Analyzing and manipulating complex datasets. - Creating KPIs dashboards and data reports. - Creating financial prediction models. - Managing DWH on Google Big Query. - Supporting stakeholders. - Direct reporting to the executive board.

TomTom | Sep 2018 - Oct 2019

Data Science / Machine Learning Intern

Worked at TomTom Artificial Intelligence for GeoSpatial Research (TAIGR) team. Projects/Tasks: 1- Full-stack, designed and developed an application for manipulating a huge amount of probe data. Front-end using Javascript (D3JS) & Back-end using Java. 2- Vehicle Type Detection Using GPS Data. I collected GPS data from data sources, cleaned, manipulated, transformed them. I developed a pipeline for features generation. I built a Support Vector Machine (SVM) classifier that managed to classify trucks correctly with high accuracy.

My Education

Take a look at my formal education

Master of Science (M.Sc.), Computer ScienceTechnische Universität Berlin | 2020
Bachelor’s Degree, Computer ScienceMisr University for Science and Technology | 2016

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