Looking for a job

Marc Sanad

@marcsanad

Data Engineer with nearly 4 years of experience designing and delivering production data pipelines, cloud DWH, and internal data platforms.

Egypt

Message

At Right to Dream, I built a 20-model dbt Performance Data Mart for Right to Dream Egypt Academy and FC Masar's men's and women's teams. I also delivered Power BI dashboards that standardized performance data across 10 teams and squads.

I developed an internal Streamlit scouting platform with Azure SQL and role-based workflows, supporting scouting, football, performance, and assessment activities. I also built Python, dbt, and Kestra pipelines for SDFC player and team event analysis.

At Axis Pay, I improved the main production ELT workflow runtime by approximately 62% and developed production pipelines, data-quality checks, and reconciliation workflows. Earlier, I built Educatly's first data warehouse from scratch on AWS and automated financial reporting at Cilantro.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer

Current

Right to Dream

Jul 2025 - Present (1 year 4 months)

Built a 20-model dbt Performance Data Mart and delivered Power BI dashboards for performance analytics. Developed an internal Streamlit scouting platform and implemented CI/CD with GitHub Actions.

DBT Power BI Streamlit Azure SQL GitHub Actions Python Kestra React

Data Engineer

Axis Pay

Mar 2025 - Dec 2025 (9 months)

Reduced main production ELT workflow runtime by 62% and developed about 20 production ELT pipelines using Airbyte and dbt. Automated reconciliation between internal and Fawry transactions, reducing manual work by 12 hours.

Airbyte DBT Kestra ELT Data Quality Reconciliations Python

Data Engineer

Educatly

Jan 2025 - May 2025 (4 months)

Built the first data warehouse from scratch on AWS, implementing PostgreSQL CDC with Kafka, Kafka Connect, Debezium, and Schema Registry with Avro. Deployed with Docker and Kubernetes.

AWS PostgreSQL Kafka Kafka Connect API Debezium Schema Registry Avro Python Mage.Ai Docker Kubernetes

ETL Developer

Educatly

May 2024 - Jan 2025 (8 months)

Built and maintained chatbot data workflows spanning 10 pipelines and sources, using Python and Mage.ai to extract and transform PostgreSQL and AWS S3 data for loading into Millisearch.

Python Mage.Ai PostgreSQL S3 Meilisearch ETL

Automation & Data Engineer

Cilantro

Apr 2023 - Apr 2024 (1 year)

Automated financial data extraction, transformation, and reporting using Python, saving approximately 5 hours of manual work per week. Built a store inventory management system and developed SSIS pipelines integrating three data sources.

Python SSIS Data Extraction data transformation Reporting Inventory Management

Python Developer Intern

Tmentors

Jan 2023 - Mar 2023 (2 months)

Developed Python automation for web-data extraction and a MongoDB-to-PostgreSQL migration pipeline using Pandas.

Python Web Scraping MongoDB PostgreSQL Pandas

Education

Degrees, certifications, and relevant coursework

DataTalksClub

MLOps Zoomcamp, MLOps

Completed the MLOps Zoomcamp in July 2025.

DataTalksClub

Data Engineering Zoomcamp, Data Engineering

Completed the Data Engineering Zoomcamp in April 2025.

Mansoura University

Bachelor's, Computer Engineering

2018 - 2023

Grade: Excellent with honors; GPA 3.87/4.0

Activities and societies: Ranked 8th in class, top 10%; EU Blue Card-eligible university and degree; won second place at Benha University's 2022 Smart Cities Hackathon with Smart Greenhouse IoT project.

Bachelor's degree in Computer Engineering with honors, GPA 3.87/4.0, ranked 8th in class. Won second place at Benha University's 2022 Smart Cities Hackathon.