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Rayane-Aboud/Readme.md
# Rayane Aboud

Backend & AI Engineer · Grenoble, France 🇫🇷 · from Algiers 🇩🇿

M2 Computer Science @ Université Grenoble Alpes · State Engineer, ESI Algiers (16.27/20, Très Bien) · MedCCAI 2025

Portfolio LinkedIn Email Discord


I build backend systems that hold up in production, from Rust services to MLOps pipelines and LLM integration. Two years of production work across a consumer marketplace, a government platform and startups.

📌 Looking for an end-of-studies internship (PFE) in backend / AI from January 2027, Grenoble or remote (work-study rhythm 2 days school / 3 days company, then full time).

Focus areas: backend & distributed systems · performance optimization · MLOps & edge AI · LLM integration


Highlights

  • Ouedkniss, Algeria's #1 marketplace (2M+ daily users): rewrote the top-revenue service from PHP to Rust, -60% latency and pods cut from 40 to 13; custom in-memory cache with sub-millisecond reads.
  • GACA / Avimed, aviation-medicine e-services platform for the Saudi civil aviation authority: migrated Java 8 / JSP to Java 17, Spring and React with no downtime; redesigned 40+ REST endpoints (RFC 9457 errors).
  • Namla, edge cloud platform: LSTM energy forecasting (R² 0.93 to 0.99) with a full MLOps pipeline (cloud training, edge inference, automatic retraining); edge-to-cloud design with -68% latency, -90% data sent.
  • Aircrop, agri-tech (freelance): FastAPI backend chaining a crop-disease model and an LLM health report; the POC helped the startup earn its label.
  • Publication: Edge AI System for Optimizing Energy Consumption for Smart Buildings, MedCCAI 2025 (co-author).

Projects

Repo Description Stack
Distributed Nodes Supervisor/worker cluster over raw TCP with a custom handshake for node discovery Rust
Microservices Edge-to-cloud microservices for energy forecasting (Namla) Python, Docker, MQTT
AES with Parallelization AES encryption using parallel computing C
MPI Introduction Parallel algorithm exercises (MPI, OpenMP) C
Tabu Search, Bin Packing Metaheuristic solution to the bin packing problem C++
Irrigation System Embedded irrigation control system C++
Basic Matrix Library Lightweight matrix operations library C++
DigiShop E-commerce app with ChatGPT integration HTML/JS

Stack

Rust Java Python Go C++ C TypeScript
Spring Boot FastAPI Kafka Redis PostgreSQL Docker Kubernetes
PyTorch MLflow LLM


Stats


⭐ from Algiers to Grenoble with 💚 ❤️ 🖤 🤍 · "optimizing systems one microsecond at a time"

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