Younes El HamriData engineering · MoroccoAvailable 5 days/week

Client projects and my own systems

Client delivery first, with the numbers left in. Below that are systems I built and run myself. They are labelled as such, because the distinction matters when you are putting my name in front of your client.

Client work· 3

Retail reporting every six hours, with 42% less Snowflake spend

Retail client (anonymised) · Retail, 12 stores + e-commerce · 2022–2024

Delivered through Carré Agency

Every Friday the team pulled CSV exports from 12 store POS systems, and the finance controller spent most of Monday stitching them together in Excel to get one report out on Tuesday. Management was making stock decisions on data that was three to seven days old.

Azure Data Factory · Databricks · Snowflake · dbt · Power BI · Parquet

Reporting refreshweekly → every 6 hours
Core dbt modelsfull refresh → incremental
Monthly Snowflake spend−42%

What set Younes apart was reliability. Systems he built stayed in production for years with very little intervention, and he handled everything from architecture decisions to deployment and monitoring.

Omar Idali, CEO, Carré Agency

Invoicing from seven days to under four hours

Delivery company (anonymised) · Transport & logistics · 2021

Delivered at AMSKAR

Drivers collected signed paper delivery notes all week and dropped them at the office. A clerk retyped 40 to 60 of them a day into the ERP, so nothing could be invoiced until the paperwork caught up. That was about a week of cash-flow delay, every week.

Azure Functions · Azure Document Intelligence · OpenCV · Python · WhatsApp Business API

Invoicing cycle~7 days → under 4 hours
Delivery notes40–60 a day, now read automatically
Back-office manual workroughly halved

New property listings in front of sales in under five minutes

Real-estate client (anonymised) · Real estate · 2023

Delivered through Carré Agency

The sales team copied listings off two portals by hand. By the time a listing reached their sheet, a competing broker had usually already called the owner, and in this market the first caller wins.

Playwright · Docker · Azure VMs · Redis · Pydantic · Postgres

New listing to saleshours → under 5 minutes
Listing collectionmanual, 2 portals → automated
In production2+ years

What set Younes apart was reliability. Systems he built stayed in production for years with very little intervention, and he handled everything from architecture decisions to deployment and monitoring.

Omar Idali, CEO, Carré Agency

Own systems· 2

VoltStream, a medallion lakehouse for 2.4M smart metersEnergy / IoT · 2025I wanted a reference platform I could hand to a client's architect: real-time telemetry at a volume that makes design mistakes visible, built the way I would build it on an engagement. Smart meters in the telemetry stream: 2.4M; Infrastructure: Terraform modules. Source on GitHub.

Multi-service ingestion and processing stack on a single hostPlatform · 2025A scraping and dashboard app and a media processing engine needed to run together, share a database, and be reachable over a domain without exposing the host. Public inbound ports: 2 → 0; Hosts: 2 → 1.