Projects | Mohamed Amine El Abidi

Netix - AI network assistant (Orange)

Assistant for home network diagnosis: computer vision reads router LEDs (RF-DETR Nano exported to ONNX, OpenCV), a realtime voice agent guides the customer in French, English and Darija, and a FastAPI backend creates and assigns the support ticket.

Python
FastAPI
OpenAI Realtime
ONNX
OpenCV
React
PostgreSQL

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ARYA - six-agent recruitment workflow

Six specialised agents (sourcing, screening, scoring, scheduling, outreach, reporting) coordinated with LangGraph, served by FastAPI and deployed on Azure for a recruitment team.

LangGraph
LangChain
Azure OpenAI
FastAPI
Qdrant
Azure

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CasaMotion - real-time mobility data platform

Streaming platform for Casablanca mobility data: Kafka ingestion, PyFlink and Spark processing, a Bronze-Silver-Gold warehouse on PostgreSQL/PostGIS and live dashboards.

Kafka
PyFlink
Spark
Airflow
PostGIS
Grafana

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Radian - job intelligence warehouse

Job-market intelligence pipeline: scheduled collectors, deduplication and scoring, DuckDB and BigQuery warehouse, with a dashboard that ranks opportunities by fit.

Python
DuckDB
BigQuery
Airflow
FastAPI
React

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A Data & AI engineer who owns the outcome: model, data pipeline, API and interface, all the way to production. Currently leading the Netix team at Orange.