Ayoub ETOULLALI Ayoub-etoullali

🧠 About Me

class AyoubEtoullali:
    name        = "Ayoub ETOULLALI"
    title       = "Data Scientist | AI Engineer | Automation Architect"
    education   = "Engineering - Big Data & Cloud Computing · ENSET Mohammedia"
    experience  = "3+ years across freelance, startups & enterprise environments"
    location    = "Morocco 🇲🇦 · Available Worldwide 🌍"

    core_expertise = {
        "AI Systems":      ["Agentic RAG", "MCP", "LLM Function/Tool Calling",
                            "Rasa NLU+NLG", "Prompt & Context Engineering",
                            "LLM Security (Prompt Injection, Guardrails)"],
        "Data Science":    ["Predictive Modeling", "Time-Series Forecasting",
                            "EDA", "SHAP Explainability", "Recommendation Systems"],
        "Automation":      ["Make.com", "n8n", "AI Content Pipelines",
                            "QA Automation (Playwright)", "Multi-Platform Publishing"],
        "Engineering":     ["FastAPI", "Redis", "PostgreSQL", "Docker",
                            "Grafana", "Distributed Scraping", "Anti-Bot Bypass"],
    }

    currently_building = [
        "Agentic RAG systems with MCP integration",
        "AI-driven social media & blog automation at scale",
        "Public procurement SaaS platform (Morocco)",
    ]

    languages   = ["Arabic 🇲🇦 C2", "French 🇫🇷 B2", "English 🇬🇧 B2"]
    interests   = ["Chess ♟️", "Hackathons 🏆", "Problem Solving 🔍", "Design 🎨"]
    contact     = "ayoub.etoullali2002@gmail.com"

    def say_hi(self):
        print("Thanks for stopping by - let's build something intelligent. 🚀")

🛠️ Tech Stack

🤖 AI, LLM & Agentic Systems

Agentic RAG MCP (Model Context Protocol) Function/Tool Calling Prompt Engineering Context Engineering Fine-Tuning NLP/NLU/NLG SHAP LLM Security Sentiment Analysis

📊 Data Science & BI

⚙️ Automation, QA & Scraping

Rotating Proxies CAPTCHA Bypass Distributed Scraping Anti-Bot Bypass Meta Graph API Buffer API LinkedIn API Shopify API

🗄️ Databases, Infrastructure & Cloud

ChromaDB HBase Cassandra Apache Spark HDFS Apache Kafka IBM Cloud Oracle Cloud (OCI) Cloudflare Jenkins MLOps

🔬 Featured Projects

🤖 Agentic RAG Chatbot System

Production-grade AI chatbot with FastAPI, Redis, PostgreSQL, Grafana monitoring, full evaluation pipelines (RAG quality, Tool Calling, and Security), and Streamlit dashboards.

`FastAPI` `Redis` `PostgreSQL` `LLM` `MCP` `Grafana` `Pytest` `Streamlit`

⚖️ Large-Scale Legal Scraper (9.8M records)

Distributed scraper targeting state court decision engines: configured with rotating residential proxies, automated CAPTCHA solving, and structured SQL/JSON dumps.

`Python` `Playwright` `Proxies` `CAPTCHA` `SQL` `Distributed Scraping`

📈 Football Player Valuation Model

End-to-end machine learning pipeline: FBRef scraping with built-in anti-bot bypass, custom feature engineering by position metrics, predictive modeling, and analytics dashboards.

`Python` `Scikit-learn` `XGBoost` `Playwright` `Power BI`

🏥 Cancer Risk Prediction System

Interpretable ML system using Logistic Regression, Random Forest, and XGBoost with SHAP explainability, patient risk stratification, Streamlit dashboard, and documentation.

`Python` `XGBoost` `SHAP` `Streamlit` `Scikit-learn`

⚙️ Multi-Platform AI Content Pipeline

End-to-end automation ecosystem designed for content ingestion, localized Vision-AI media analysis, and automated cross-platform distribution queues (FB, IG, TikTok).

`Make.com` `OpenAI Vision` `Buffer API` `Google Drive`

🏛️ Public Procurement SaaS Platform

Full-stack web application featuring automated public tender extraction, customized sector filters, automated notification alerts, billing setup, and admin dashboards.

`Python` `FastAPI` `Angular` `PostgreSQL` `Web Scraping`

📈 GitHub Stats

🏆 Highlights

🥇 MEGA Pan-African Hackathon - Developed an Athletic Performance Optimization System
🏅 ENSIAS Problem-Solving Challenge - Ranked 20th out of 130 teams
📊 Kaggle Competitions - Active ML competitor with top-percentile rankings in predictive challenges
♟️ Chess Club Tournament - Secured 3rd Place
🎓 ALX Africa AiCE - AI Career Essentials Graduate

🤝 Let's Collaborate

💡 Have a project that requires AI, workflow automation, or database extraction? Let's connect.

"First, solve the problem. Then, write the code." - John Johnson

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