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yoel3imari/README.md

👋 Hi, I'm Youssef

AI Engineer · RAG · Machine Learning · Data Engineering

Master's graduate in Data Analytics and Artificial Intelligence from Ibn Zohr University, Agadir. I build AI-powered applications, retrieval systems, machine learning pipelines, and data-intensive systems.

I'm particularly interested in:

  • 🤖 AI Engineering & Applied Machine Learning
  • 🧠 Retrieval-Augmented Generation (RAG) & LLM Systems
  • 🔁 Data Engineering & MLOps
  • 🌍 GeoAI & Geospatial Data Science
  • ⚙️ Scalable AI & Data Applications

🧰 Tech Stack

Languages

Python · SQL · JavaScript · Java

AI & Machine Learning

PyTorch · Scikit-learn · Pandas · NumPy · LangChain · LangGraph

AI Engineering

RAG · LLMs · Vector Search · Semantic Search · Reranking · AI Agents · MLOps

Data Engineering

Apache Spark · Apache Kafka · Apache Airflow · dbt · DuckDB · MinIO

Databases & Storage

PostgreSQL · ClickHouse · MySQL · PostGIS · Redis · Qdrant · Milvus · ChromaDB

Backend & Applications

FastAPI · Next.js · Spring Boot · Vue.js

DevOps & Infrastructure

Docker · Kubernetes · GitHub Actions · Linux · Git

💼 Experience

Machine Learning Engineer — SKOOLUTION

Feb 2026 – Jul 2026 · Remote

Built a career recommendation system for high school students based on personality test combined with O*NET and ESCO datasets.

AI Developer — INFODEV

Sep 2025 – Oct 2025 · Remote

Developed an AI-powered full-stack application to speed up the generation of patent applications for different offices with support for French and English languages.

Full-Stack Web Developer — AJICOD

Sep 2022 – Oct 2023 · Inezgane, Morocco

Contributed to the development of three CRM platforms, working across frontend, backend, database, and application architecture.

🚀 Selected Projects

🤖 RAG Chatbot for Public Services

A multilingual RAG system designed to answer citizens' questions using information collected from Moroccan public-service websites.

Focus: RAG · Web Crawling · Semantic Search · Vector Databases · FastAPI · Next.js

🌍 GeoAI Data Engineering Platform

An end-to-end geospatial data pipeline combining satellite fire observations, weather data, and OpenStreetMap data for spatial analysis and future GeoAI applications.

Focus: GeoAI · Geospatial Data · Airflow · MinIO · GeoParquet · PostGIS · dbt · DuckDB

⚙️ Real-Time Streaming ETL Pipeline

A Dockerized data engineering platform for processing simulated point-of-sale transactions in real time.

Focus: Kafka · Spark · Airflow · Streaming ETL · Data Warehousing

🧠 Image Captioning Model

An encoder-decoder deep learning system for automatic image caption generation, achieving a BLEU-1 score of 38.6%.

Focus: PyTorch · Computer Vision · NLP · Deep Learning

💬 Distributed Real-Time Chat System

A microservice-based real-time communication platform designed for low-latency message delivery, achieving <10 ms latency under the evaluated conditions.

Focus: Microservices · WebSockets · Distributed Systems · Real-Time Processing

🔬 Current Interests

I'm currently deepening my work in:

RAG & LLM Systems

Hybrid retrieval → Reranking → Adaptive RAG → Agentic RAG → Evaluation

AI Engineering

Model serving → LLM inference → MLOps → Observability → Production AI systems

GeoAI

Geospatial data engineering → Remote sensing → Spatial ML → Smart cities

🏆 Workshops & Competitions

  • 🥈 Problem-Solving Competition — Orange Digital Center · 2024
  • 📊 Power BI Workshop — Code212 Agadir · 2024

🌐 Let's Connect

⭐ If you find something interesting in my repositories, feel free to explore, open an issue, or reach out.

Pinned Loading

  1. llm-advisor llm-advisor Public

    Find what open-weight Large Language Model (LLM) can fit into your hardware and run it

    TypeScript 7 2

  2. image-captioning image-captioning Public

    generate captions for images using a deep learning model combining a pre-trained convolutional network (VGG16) and an LSTM-based language model.

    Python

  3. customer-churn-prediction customer-churn-prediction Public

    churn prediction using Cell2Cell dataset and avanced end to end machine learning

    Jupyter Notebook

  4. fasl-trace-juridic-rag-chatbot fasl-trace-juridic-rag-chatbot Public

    An auditable split-pane workspace for Commercial Contracts and Delaware Case Law. Every LLM claim is traced back to its exact bounding box in the source PDF.

    TypeScript

  5. morocco-wildfire-pipeline morocco-wildfire-pipeline Public

    Data engineering platform computing fire risk grids, DBSCAN fire-event clusters, and infrastructure exposure for Morocco — from raw NASA FIRMS / ERA5 / OSM data through a Bronze→Silver→Gold medalli…

    Python

  6. research-paper-recommendation-system research-paper-recommendation-system Public

    End-to-end recommendation engine for arXiv research papers: stream an open snapshot, embed titles + abstracts with a quantized ONNX model, build a FAISS vector index, serve recommendations through …

    Python