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"
    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 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 eval pipeline (RAG quality, Tool Calling, Security), and Streamlit dashboards. FastAPI Redis PostgreSQL LLM MCP Grafana Pytest Streamlit

⚖️ Large-Scale Legal Scraper (9.8M records)

Distributed scraper for Turkey's Court of Cassation — rotating proxies, CAPTCHA solving, structured JSON/CSV/SQL output of parsed legal fields. Python Playwright Proxies CAPTCHA SQL

📈 Football Player Valuation Model

End-to-end ML pipeline: FBRef.com scraping with anti-bot bypass, feature engineering by position, predictive modeling, interactive dashboards + non-technical docs. Python Scikit-learn XGBoost Playwright Power BI

🏥 Cancer Risk Prediction (Academic PFE)

Interpretable ML system with Logistic Regression, Random Forest, XGBoost, SHAP explainability, patient risk stratification, Streamlit dashboard + full thesis. Python XGBoost SHAP Streamlit Scikit-learn

⚙️ Multi-Platform AI Content Pipeline

End-to-end automation ecosystem for a dental clinic: Vision-AI content generation in German, cross-platform distribution (FB/IG/TikTok), zero manual effort. Make.com OpenAI Vision Buffer API Google Drive

🏛️ Public Procurement SaaS (Morocco)

Full-stack platform with live tender scraping, personalized sector-based notifications, multi-tier subscriptions, admin dashboard, analytics, and monthly reporting. Python FastAPI Angular PostgreSQL Scraping

📈 GitHub Stats

🏆 Highlights

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

🤝 Let's Collaborate

💡 Have a project that needs AI, automation, or data intelligence? Let's talk.

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

Navigation Menu