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SaadTadja/README.md

I am Saad Tadjaoui. AI/ML Engineer — LLM agents, machine learning, end-to-end solutions.

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“The best vibe coder isn't the one who writes every line manually, but the one who knows the right questions to ask—and the right answers to verify.”

— from From Vibe Coding to Engineering, on building two end-to-end AI agent platforms as an intern

 About Me

 Final-year engineering student who builds AI/ML solutions end to end — from the real business need through to production.

 I design and ship LLM agents, machine-learning pipelines, and the full-stack systems that run them.

 Currently building an internal AI automation platform at EHC Groupe.

 State Engineering Degree at ESITH Casablanca — Business & Data Management, after CPGE MPSI/MP.

 Arabic (native) · French (fluent) · English (fluent) · Spanish (basic).

 Skills & Tools

AI & Machine Learning

Python PyTorch scikit-learn XGBoost MLflow Claude API
Python PyTorch scikit-learn XGBoost MLflow Claude API

Backend & APIs

FastAPI Node.js Express Socket.IO Docker
FastAPI Node.js Express Socket.IO Docker

Frontend

Next.js React TypeScript
Next.js React TypeScript

Data & Databases

Pandas NumPy MongoDB PostgreSQL Prisma
Pandas NumPy MongoDB PostgreSQL Prisma

Tools & Workflow

Git Airflow n8n Streamlit Power BI
Git Airflow n8n Streamlit Power BI

LLM agents · prompt engineering · RAG · model evaluation & monitoring · drift detection · feature engineering · dashboards & KPIs

 Projects

AI Automation Platform — EHC Groupe, private

Internal platform work: LLM agent integration and full-stack delivery, from data model through to interface. Further detail under confidentiality.

Next.js/React Node.js/Express FastAPI MongoDB Claude API n8n Docker

Smart Supply Forecaster — closed-loop MLOps pipeline

FastAPI serving with prediction logging. Airflow monitors a 14-day rolling RMSE and triggers retraining. Chronological validation with no data leakage, plus a promotion audit — a new model ships only if it beats the one in production.

Python XGBoost MLflow Airflow Docker

Athena Core — decision-support platform

Revenue forecasting with Random Forest (R² ≈ 0.92 on the test set), anomaly detection with Isolation Forest, a recommendation engine, RFM segmentation and KPIs, with auto-generated strategic frameworks.

Python scikit-learn Streamlit

AI Compass — full-stack LLM comparison app · source

Deployed web app comparing LLMs on published benchmarks and pricing: relational data model, REST API with filtering and sorting, responsive React dashboard.

Next.js TypeScript Prisma/PostgreSQL

 Certifications & Leadership

  • Workflow Automation with n8n — DataCamp
  • McKinsey Forward Program — McKinsey & Company, 2025
  • Project Initiation and UX Design — Google
  • Lead, Prospecting Unit — ESSOR Junior Entreprise, Jun 2025 – Present

 GitHub Analytics

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saadodin3@gmail.com  ·  +212 600 949 593  ·  Casablanca, Morocco

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