# 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
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
- 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).
| 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 |
⭐ from Algiers to Grenoble with 💚 ❤️ 🖤 🤍 · "optimizing systems one microsecond at a time"
