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achrafelhani/README.md

Achraf El Hani — Industrial & Software Engineering. Closing the loop between machines and software.

I'm an engineering student at Polytech Marseille (Industrial Engineering & Computer Science), working where industrial systems meet software.

I work across the whole loop rather than a single layer: the physical process, the controller that drives it, the data it produces, and the software that turns that data into decisions and sends them back to the machine.

Machine → Control → Data → AI → Software, with feedback to the machine

Stack

SoftwarePython · TypeScript · SQL · FastAPI · Flask · React · SQLAlchemy
DataPandas · NumPy · Matplotlib
AI & analyticsscikit-learn · PCA · regression · anomaly detection · LLM APIs
Automation & controlPLC (Delta) · CODESYS · PID control · MATLAB / Simulink
Industrial systemsOPC UA · Modbus · Ignition (SCADA)
3D & simulationOpen3D · three.js · 3D Slicer · ANSYS
ToolsGit · GitHub · VS Code

Selected work

MandibleSSM
3D · DATA · SOFTWARE		 Web platform for statistical shape modeling of human mandibles: FPFH / RANSAC / ICP correspondence, PCA shape modes, and leave-one-out model evaluation. FastAPI, React, Open3D.
NutriAI
SOFTWARE · AI		 Nutrition tracking web app: meal logging from text or photos with LLM-based estimation, daily dashboard, 30-day analytics, and a context-aware coach. Flask, SQLAlchemy, JWT.
PolyHeat
CONTROL		 Closed-loop thermal regulation on a Delta PLC: PID control, Modbus communication, HMI, and a MATLAB / Simulink model of the process.
SCADA monitoring
INDUSTRIAL SYSTEMS		 Supervision built on CODESYS and Ignition over OPC UA, with SQL historization, alarms, and condition-based maintenance.
Industrial data analytics
DATA · AI		 Excel / CSV ingestion with Pandas, KPI computation, MAD-based anomaly detection, regression, dashboards, and reporting.

Connect

LinkedIn · Marseille, France

Achraf El Hani — loop closed

Pinned Loading

  1. mandible-ssm mandible-ssm Public

    Web platform for statistical shape modeling of human mandibles: STL import, FPFH/RANSAC/ICP correspondence, PCA shape modes, model evaluation and export. FastAPI + React.

    TypeScript

  2. nutriai nutriai Public

    Nutrition tracking web app: log meals from text or photos with LLM-based estimation, daily dashboard, 30-day analytics and a context-aware coach. Flask, SQLAlchemy, JWT.

    HTML