Profile
Data engineer, data scientist and software developer with experience across retail, telecommunications, social media analytics and banking. My work spans architecture, model development, data pipelines and production delivery, with a focus on connecting technical decisions to business needs.
Professional experience
SwedQ
June 2025 – PresentSenior Consultant
H&M
Senior Data Scientist · assignment
- Maintain and enhance an AI-driven markdown optimization system for seasonal sale pricing.
- Improve model training, evaluation and selection workflows; design demand forecasting experiments.
- Provide technical recommendations across modeling and production operations.
Python · Google Cloud · Vertex AI · BigQuery · Power BI
Kaisa
Senior Data Engineer · assignment
- Own the company data platform end to end, supporting business and product needs.
- Improve legacy data architecture and reduce infrastructure costs.
- Prototype an MLOps platform for LLM-based call analytics and build an MCP-based solution for analytics, dashboards and reporting.
Python · AWS · Glue · Redshift · Athena · S3
Extenda Retail
October 2022 – May 2025Senior Data Scientist
- Design and deploy machine learning systems for shoplifting prevention.
- Build stakeholder dashboards and mentor data scientists.
- Develop cloud-based ML solutions using Google Cloud services.
Python · Google Cloud · Vertex AI · BigQuery · Cloud Run
Ericsson
September 2021 – September 2022Senior Data Engineer · consulting assignment via SwedQ
- Refactor legacy code and optimize PostgreSQL performance.
- Develop Apache Airflow pipelines and deploy containerized microservices on Azure AKS.
- Create frameworks to help data scientists build ML systems.
Python · Azure · PostgreSQL · Airflow · Docker · Kubernetes
Re-Vision
November 2019 – September 2021Data Scientist
- Lead architecture and implementation of a fraud-prevention solution for retail self-scanning.
- Develop ML algorithms and integration APIs, with container deployment on Azure Kubernetes.
- Build performance dashboards and conduct customer training and workshops.
Python · FastAPI · Azure · Kubernetes · MongoDB · Power BI
Intouch.com
October 2019 – September 2021Full Stack Engineer & Data Scientist
- Design and build a system to stream and monitor IoT device connectivity.
- Contribute to recommendation models, source integrations, search engines and dashboards.
- Help establish the data team roadmap and prioritize work.
Python · Azure · Elasticsearch · PostgreSQL · Power BI
Mintrics
July 2017 – October 2019Data Scientist
- Improve dashboard design, data quality, architecture and pipelines for social media analytics.
- Develop automated video annotation and video scoring approaches.
- Create reports and work with clients to improve the service.
Python · Laravel · Elasticsearch · PostgreSQL · TensorFlow · Tableau
EgarFox
2017 – January 2019Founder, System Architect & Developer
- Research, design and launch a real estate rental portal.
- Build search, messaging and listing features; collaborate on marketing strategy.
PHP · CodeIgniter · JavaScript · MySQL
UNTAP
March 2017 – July 2017Full Stack Engineer & Data Scientist
- Implement machine learning-based plagiarism detection for competition submissions.
- Build a search engine for challenges and competitions and integrate source data.
Java · JavaFX · Apache Lucene · Tableau
Teradata
April 2016 – September 2016Big Data Analytics
- Develop a social media monitoring dashboard and schedule Hadoop workflows.
- Collect, cleanse and integrate data for exploratory analysis.
Java · R · Python · Hadoop · Hive · Oozie · Teradata
FIDUCIA & GAD IT AG
October 2014 – March 2015Software Engineer · Internship
- Build a search engine to help banks make relevant offers to customers.
- Contribute to a customer-view concept, project research and data integration.
Java · Hadoop · Hive · Apache Solr · DB2
Education
Bachelor of Computer and Information Sciences
Ain Shams University, Egypt
2011 – 2017
Career information updated September 2026.