Open to opportunities

ayman ismaili

@aymanismaili

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Data science and ML student eager to enhance AI skills.

Morocco

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What I'm looking for

I am looking for internship opportunities in AI to enhance my skills and contribute to innovative projects.

As a dedicated student in Engineering Arts and Crafts at ENSAM Meknes, I am currently in my fourth year, specializing in Industrial Engineering, Artificial Intelligence, and Data Science. My academic journey has equipped me with a solid foundation in engineering principles and a keen interest in the applications of AI in various industries.

During my internship at APTIV Morocco, I had the opportunity to delve into the Moroccan wiring industry, where I focused on optimizing product family efficiency. This experience not only enhanced my understanding of automotive manufacturing processes but also reinforced my passion for applying data science and machine learning to real-world challenges.

I have also engaged in several academic projects, including a Flower Type Recognition project using convolutional neural networks, which allowed me to visualize training and validation performance metrics. My goal is to secure an internship opportunity in AI to further develop my professional skills and contribute to innovative projects in the field.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

Saiket System

Mar 2025 - Sep 2025 (6 months)

Developed a churn prediction model achieving 70% precision and 80% recall, implemented ETL pipelines and Docker-based CI/CD with GitHub Actions, and tracked experiments using MLflow.

MLFlow Churn Modeling Feature Engineering Cross Validation ETL Docker CI CD GitHub Actions MLflow

Machine Learning Intern

Geofly

Jul 2025 - Sep 2025 (2 months)

Developed a lightweight UNet segmentation model achieving 83.34% IoU and 312 FPS, implemented GIS-compatible polyline export and a RESTful FastAPI with Flask frontend, and containerized the application with Docker Compose to enable real-time GPU inference.

PyTorch Computer Vision fastAPI Docker GeoJSON U Net

Engineering Intern

Aptiv Morocco

Jul 2024 - Aug 2024 (1 month)

Observed and documented Lean Six Sigma methodologies and manufacturing processes to support process improvement initiatives within the observatory team.

Six Sigma Manufacturing Processes Continuous Improvement

Intern in Engineering Department

APTIV Morocco

Jul 2024 - Jul 2024 (0 months)

Internship focused on optimizing product family efficiency in the wiring industry. Gained insights into automotive manufacturing processes while learning key concepts related to the Moroccan wiring industry.

Optimization Data Analysis Problem Solving

AI Project: Flower Type Recognition

Academic Project

Developed a convolutional neural network to classify different flower species, visualizing training and validation performance metrics using Python and Keras.

Convolutional Neural Networks Python Keras TensorFlow Data Visualization

Scholarship Assistant Chatbot

Academic Project

Developed an AI assistant to extract and answer questions from a scholarship document using NLP techniques.

Natural Language Processing Python Keras Streamlit Chatbot Development

Building Segmentation Intern

Geofly

Developed a lightweight U-Net building segmentation system achieving 83.34% IoU and 312 FPS, produced GIS-compatible polyline and GeoJSON exports, and deployed a REST API and frontend in Docker Compose.

GPU Optimization U Net PyTorch TensorFlow Flask Docker Compose GPU optimization Image Augmentation Contour Detection fastAPI

Education

Degrees, certifications, and relevant coursework

École Nationale Supérieure d'Arts et Métiers

Engineering, Data Science and Machine Learning

2023 -

Activities and societies: Looking for internship opportunities in AI to improve professional skills.

Currently in my 4th year at ENSAM, focusing on Data Science and Machine Learning.

École Nationale Supérieure d'Arts et Métiers, Meknès

Engineering Degree - Industrial Engineering, AI & Data Science

2021 -

Activities and societies: Student projects and internships in ML/CV/MLOps, participation in technical projects and certifications (AWS Cloud Practitioner, Python ML, Six Sigma Yellow Belt).

Pursuing an engineering degree in Industrial Engineering with a specialization in AI & Data Science, focusing on machine learning, computer vision, and MLOps; seeking a final-year internship starting February 2026.

École Nationale Supérieure d'Arts et Métiers

Engineering Diploma, Industrial Engineering, Artificial Intelligence and Data Science

2021 - 2023

Grade: DELF: 86/100

Activities and societies: Participated in academic projects such as Flower Type Recognition using CNN and developed a Scholarship Assistant Chatbot.

Studied Industrial Engineering with a focus on Artificial Intelligence and Data Science. Engaged in various projects including AI applications in industry and developed skills in critical thinking, teamwork, and communication.