Amine Bouramtane — AI Engineer

AI Engineer Intern — HEEC

6 months · Morocco

• Built an e-learning application powered by a RAG system, with an AI chatbot coach for each course answering from the course’s own content.
• Designed and implemented an advanced recommendation system to personalize learning paths and course suggestions.

Data Analyst — NewDev Fès

6 months · Fès, Morocco

• Cleaned, transformed and analyzed datasets with Python, Pandas, NumPy and SQL to generate actionable business insights.
• Built visualizations and dashboards, and prepared validated datasets for statistical analysis and machine learning.

Full-Stack Developer Intern — Atlecs

4 months · Fès, Morocco

• Developed and deployed web applications with Laravel and Livewire; optimized queries and implemented CI/CD pipelines.

AI Video Surveillance for Smart Agriculture

Real-time intrusion detection with YOLOv8 and DETR, OpenCV stream processing and MQTT messaging; inference optimized for edge deployment.

Python · YOLOv8 · DETR · OpenCV · MQTT

E-Commerce Data Mining & BI Platform

Analyzed 7,000+ transactions: RFM segmentation with K-Means, Random Forest and Gradient Boosting models, star-schema warehouse and Power BI dashboards.

Python · MySQL · Power BI · Scikit-learn

Real-Time Object Detection & Tracking

Video detection pipeline with YOLO and CNN classifiers; benchmarked YOLOv5, YOLOv8 and DETR on custom datasets.

PyTorch · OpenCV · TensorFlow

Customer Churn Analysis Dashboard

Churn prediction model on 7,000+ customer records with Power BI dashboards tracking churn, revenue and segments.

Power BI · Pandas · Scikit-learn

E-Learning Platform with RAG Coach

Learning platform where each course has its own AI chatbot answering from the course content, plus personalized recommendations.

RAG · LLM · Recommendation