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Osama Rashad

@osamarashad

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Analytics Engineer at Bites, building its end-to-end data platform and subscription reporting layer.

Egypt

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What I'm looking for

I’m a good fit for companies starting or rebuilding their data function, where I can combine analytics engineering, automation, and AI to run a full data platform end to end and build from the ground up.

At Bites, I built and run the company’s data platform, joining as its only data hire. I built subscription pipelines and a single source of truth spanning App Store, Google Play, and web subscriptions.

I also built reporting for retention, conversion, churn, MRR, and ARR, plus a reverse-ETL integration into Zoho Books for ZATCA tax compliance records. For the automation function, I built Slack-based leave management and attendance tools backed by PostgreSQL.

At Floward, I built a customer-360 warehouse for Mubkhar that brought together six source systems across three generations of online platforms and two POS systems. Matching customers across sources provided a single view of online and offline purchases.

At Nomu Group, I built a group-wide dimensional warehouse and led the migration from an obsolete Redshift warehouse without disrupting the BI layer. Earlier at Appetito, I built the reporting layer and compact warehouse, and developed a post-fraud detection model for promo-code abuse.

Experience

Work history, roles, and key accomplishments

Current

Senior Analytics Engineer

Current

Bites

May 2025 - Present (1 year 5 months)

Acting Head of Data & Automation, built and ran the entire data platform including ClickHouse Cloud warehouse, Airflow, ClickPipes, Metabase, and Hightouch. Built subscription data pipelines, data models, reporting layer, and internal Slack-based tools for leave and attendance.

Clickhouse Airflow ClickPipes Metabase HighTouch N8n Slack PostgreSQL GCP Hostinger DBT Sqlmesh Zoho Books ZATCA Moyasar Tamara Tap Google Sheets App Store API Play Store API

Analytics Engineer II

Floward

Feb 2024 - Apr 2025 (1 year 2 months)

Worked with Mar-tech team on auditing marketing attribution and ad reporting data. Developed data models for operations and marketing, initiated data catalog adoption, and built a customer-360 warehouse for an acquired brand integrating six source systems.

Adjust Funnel Data Modeling Data Catalogs Decub Customer 360 Platform WooCommerce OpenCart Shopify Exceed MS Dynamics LTV Repeat Purchase Rate

Analytics Engineer

Nomu Group

Dec 2022 - Jan 2024 (1 year 1 month)

Built a group-wide dimensional warehouse from scratch using Kimball modeling with slowly changing dimensions. Led migration from Redshift to a new warehouse without disrupting BI, and introduced modern data stack with Redshift, dbt Cloud, Airbyte, and GitHub.

Redshift Dbt Cloud Airbyte GitHub Kimball Dimensional Modeling Slowly Changing Dimension Freshness Metric Tree naming conventions

Data Analyst

Appetito (Nomu Group)

Dec 2021 - Nov 2022 (11 months)

First data hire, built reporting layer across multiple departments and a compact warehouse from three production databases. Built a post-fraud detection model and supported CFO on acquisition due diligence.

Data Warehouse Reporting Fraud Detection Retention Analysis Due Diligence Mentorship

E-commerce Specialist

Cut N' Fit

Dec 2018 - Nov 2021 (2 years 11 months)

Supervised e-commerce platform delivery, analyzed digital marketing performance for the board, and managed inventory through ERP systems alongside shipping, payment-gateway, and supplier relationships.