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Information Systems & Communication Engineer (ENSAJ, 2025) specializing in AI/Data Engineering, MLOps, and Generative AI. Delivered an 85% reduction in analytics processing time and a 60% BI productivity gain at Inwi through production-grade AI automation.
Experienced in Agentic RAG, LLM fine-tuning, and scalable data pipelines. Seeking a first CDI to drive high-impact AI solutions.
PROFESSIONAL EXPERIENCE
PortNet | Internship · Sep 2025 – Jan 2026
AI & Data Engineer
- Built automated scrapers for import/export data with incremental updates, reducing manual collection time by ~70%.
- Architected an Agentic RAG pipeline with intelligent input routing (SQL / PDF / CSV), minimizing cost and response latency.
- Fine-tuned an LLM with input classification for optimized throughput and production-ready resource usage.
- Maintained reliable, scalable data pipelines with end-to-end monitoring.
Arkx | Internship · Aug 2025 – Dec 2025
AI Engineer
- Developed an end-to-end AI coding assistant using industry tools, frameworks, and data pipelines.
- Performed advanced Fine-tuning of LLM/SLM (LORA, QLORA, Unsloth) and alignment via RLHF/DPO.
- Integrated RAG & Agentic AI for autonomous reasoning, while managing MLOps pipelines and monitoring latency and errors.
Inwi | End Year Project · Feb 2025 – Aug 2025
AI Engineer
- Designed and implemented an AI solution to automate the processing of daily analytical requests received via Outlook, resolving a critical issue for the company. Reduced processing time by 85% per request.
- Developed a chatbot offering instant, zero-delay access to business data.
- Optimized internal processes, increasing BI productivity by 60% and reducing errors Inwi | Internship · Jun 2024 – Aug 2024 Data Engineer
- Implemented an automated Data pipeline for CDR processing. Monitored the quality and consistency of collected data.
- Deployed and automated control rules, optimizing internal processes and reducing human errors.
- Developed a data quality visualization dashboard. ▪ Optimized flows, reducing manual errors and improving reporting reliability.
Overflow Digital Solution | Internship · Jul 2023 – Aug 2023
SaaS & Cloud
- Analyzed SaaS architectures and cloud infrastructures. Participated in the study of SaaS deployment models within the team.
Education · Certifications
Diplôme d’ingénierie des systèmes d’information · AWS Academy - Cloud Foundations & Cloud Security 2023
et de communication
ENSAJ – 2020 – 2025 · Oracle OCI - Professional GenAI & Professional DevOps 2025
JobInTech - AI Engineering Bootcamp 2025
Skills
- AI & GenAI: Python · PyTorch · TensorFlow · Hugging Face · LLMs · RAG · Agentic AI · Fine-Tuning (LoRA/QLoRA) · RLHF/DPO · LangChain · NLP · Prompt Engineering · MLflow · VLLM
- Data Engineering: Spark · Kafka · Hadoop · SQL · NoSQL · ETL/ELT · Pandas · Apache Superset
- Cloud & MLOps: AWS · GCP · Docker · CI/CD · Git · Model Monitoring · API Integration
- Development: Java (Spring Boot) · React.js · Tableau
- Soft Skills: Known for autonomous end-to-end delivery, cross-functional communication, and a strong bias for measurable impact, including an 85% reduction in processing time and 60% BI productivity gain at Inwi.
- Langues: · English: professional · French: professional · Amazigh and Arabic: native
