I am a PhD researcher focused on advancing semantic segmentation techniques, specifically in the context of driving scenes. My work involves innovative approaches to enhance model performance through various strategies like domain randomization and feature alignment. In addition to my research, I enjoy teaching and guiding students in AI and machine learning, helping them tackle real-world challenges through hands-on projects.

Noha Nekamiche

I am a PhD researcher focused on advancing semantic segmentation techniques, specifically in the context of driving scenes. My work involves innovative approaches to enhance model performance through various strategies like domain randomization and feature alignment. In addition to my research, I enjoy teaching and guiding students in AI and machine learning, helping them tackle real-world challenges through hands-on projects.

Available to hire

I am a PhD researcher focused on advancing semantic segmentation techniques, specifically in the context of driving scenes. My work involves innovative approaches to enhance model performance through various strategies like domain randomization and feature alignment. In addition to my research, I enjoy teaching and guiding students in AI and machine learning, helping them tackle real-world challenges through hands-on projects.

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Expert
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Expert
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Expert
Expert

Work Experience

PhD Researcher at CIAD Lab
January 1, 2026 - January 1, 2026
Developed new approaches to address the domain shift problem between source and unseen target domains for semantic segmentation. Enhanced model performance for driving scenes using various techniques of domain randomization and feature alignment.
Data Science Instructor at Code Lab Academy CLA
February 1, 2025 - February 1, 2025
Led courses in AI & ML, focusing on fundamental concepts and hands-on projects in diverse domains to apply students' skills to real-world problems.
Research Internship at Loria laboratory
August 1, 2022 - August 1, 2022
Developed a deep learning algorithm in quantum computing, assessing its added value compared to classical computing implementations.
Software Intern at Netfar Smart Solutions
October 1, 2020 - December 1, 2020
Implemented a car management system for the company using Kotlin and Laravel.

Education

PhD at University of Technology of Belfort Montbéliard
January 1, 2023 - January 1, 2026
CSE at Ecole nationale supérieure en informatique (ESI ex INI) Alger
September 1, 2017 - September 14, 2022
MSc at Ecole nationale supérieure en informatique (ESI ex INI) Alger
September 1, 2021 - March 8, 2022
BAC at Mlayka Tayeb Ben Aissa High School
September 1, 2016 - June 1, 2017

Qualifications

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Industry Experience

Education

Experience Level

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Expert

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