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Hanane Elkoh

@hananeelkoh

Machine Learning & Computer Vision Engineer at Inettech.io who deployed a YOLOv8 tire classifier on Google Cloud with over 90% accuracy.

Morocco

Message

What I'm looking for

I'm open to remote work and available for on-site roles in Europe or Morocco.

At Inettech.io, I built and fine-tuned computer vision models for object detection and image classification, and designed data engineering pipelines for ingestion, transformation, and feature extraction.

For an AI/ML Engineer internship at Inettech.io (Machine-Vision.io), I developed a YOLOv8-cls tire classification system and deployed it through a FastAPI REST API on Google Cloud Platform with Docker. Hyperparameter tuning brought classification accuracy to over 90%.

At UM6P / MAScIR, I developed machine learning models for smart grid load forecasting and energy consumption prediction in Laayoune. I applied time-series analysis with LSTM and Transformer models and collaborated on data pipeline design and model deployment.

In personal projects, I led a three-person team developing a banking fraud detection system that achieved 99.1% accuracy, and developed an LSTM weather forecasting model with an automated retraining pipeline.

Experience

Work history, roles, and key accomplishments

Research Intern - Smart Grid & Energy Forecasting

UM6P / MAScIR

Feb 2026 - Jul 2026 (5 months)

Developed machine learning models for smart grid load forecasting and energy consumption prediction. Applied time-series analysis and deep learning to optimize energy demand planning.

Machine Learning Time Series Analysis LSTM Transformers Data Pipelines Model Deployment

Part-Time Data Scientist / Computer Vision Engineer

Inettech.io

Jan 2025 - Jul 2026 (1 year 6 months)

Built and fine-tuned computer vision models for object detection and image classification. Designed data engineering pipelines for ingestion, transformation, and feature extraction at scale.

Computer Vision Object Detection Image Classification Data Engineering Statistical Analysis Model Evaluation

AI/ML Engineer Intern

Inettech.io (Machine-Vision.io)

Jul 2025 - Aug 2025 (1 month)

Developed an intelligent tire classification system using YOLOv8-cls and deployed it via FastAPI on Google Cloud Platform with Docker. Optimized model performance to achieve over 90% classification accuracy.

YOLOv8 fastAPI Docker Google Cloud Platform Model Deployment Hyperparameter Tuning

Full-Stack Developer Intern

Digital Capital

Jul 2024 - Aug 2024 (1 month)

Developed comprehensive web systems using modern front-end and back-end technologies. Designed and implemented optimized relational databases for web applications.

Web Development Frontend Backend Relational Databases

Data Analyst Intern

Al Omrane

Jul 2023 - Aug 2023 (1 month)

Processed and analyzed large volumes of enterprise data to optimize business processes. Automated data processing workflows, reducing processing time by 30%.

Data Analysis Data Processing Automation