Johny Gemayel
AI Researcher Concepts - Doctoral Research Work in AI and Generative Models for Telecom at Ericsson | Massy, Île-de-France, France
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Johny Gemayel is currently serving as an AI Researcher Concepts Intern at Ericsson, where he specializes in Generative AI for 5G RAN (Radio Access Network) Automation. In this role, Johny leverages his deep expertise in advanced AI techniques, including neural-symbolic reasoning, knowledge graphs, and reinforcement learning, to develop innovative solutions that enhance network efficiency, reliability, and scalability. His work focuses on integrating large language models (LLMs) and multimodal AI approaches to automate complex RAN management tasks, thereby reducing operational costs and improving service quality in next-generation wireless networks.
With a strong academic background as a Ph.D. candidate and a dual degree in Engineering and Research, Johny brings a rigorous research methodology and a comprehensive understanding of information theory, multimedia security, and audio-visual transport. His proficiency in programming languages such as C++ and his experience with Azure DevOps Server enable him to implement scalable AI prototypes and streamline collaborative development workflows. Johny’s expertise in probabilistic models and reinforcement learning plays a crucial role in designing adaptive algorithms capable of handling the dynamic and heterogeneous nature of 5G environments.
Beyond technical skills, Johny’s strategic mindset and management capabilities allow him to align AI research initiatives with broader business objectives, fostering innovation that drives industry transformation. His passion for applying cutting-edge AI techniques to solve complex problems positions him as a valuable contributor to Ericsson’s mission of pioneering 5G and beyond, ensuring the deployment of intelligent, autonomous, and secure network solutions.
AI Researcher Concepts - Doctoral Research Work in AI and Generative Models for Telecom at Ericsson in February 2025 to Present
AI Researcher Concepts - Intern in Generative AI for 5G RAN Automation at Ericsson in April 2024 to September 2024
Data Science Intern at CMA CGM in July 2023 to September 2023
Software Engineering Intern at CardioDiagnostics in August 2022 to November 2022
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Université Paris-Saclay, PhD Candidate, June 2026
Université Paris-Saclay, Master of Science, June 2026
Lebanese University - Faculty of Engineering 2 (ULFG2), Master of Engineering, June 2026
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Knowledge Graphs
Neural Symbolic Reasoning
Probability
Numerical Analysis
Electromagnetism
Software Development
Telecommunications
Reinforcement Learning
Multimedia Compression
Multimedia Security
Content Distribution Networks
Audio Visual Transport
Data Preprocessing
Data Analysis
Conditional Generative Adversarial Networks
Model Training (XGboost, Decision Tree, Random Forest, Support vector Machine)
Retrieval-Augmented Generation (RAG)
Chain-of-Thoughts (CoT)
Multimodal AI
Mixture of Experts
Generative AI
Amazon Web Services (AWS)
PyTorch
TensorFlow
Amazon Bedrock
AWS SageMaker
Large Language Models (LLM)
Transformers Architecture
Artificial Intelligence
5G
RAN automation
Generative models
Optimization
Networking
Deep Learning
Content Security
Information Theory
Multimedia
SQL
HTML
CSS
JavaScript
Jira
Git and GitHub
Azure DevOps Server
Git
ADO.NET Entity Framework
ASP.NET MVC
HTML, CSS, JAVASCRIPT
Highcharts
Azure Team Foundation Server
Microsoft SQL Server
Web Development
Electrical Engineering
Artificial Intelligence (AI)
Business Strategy
Data Science
Analytical Skills
Machine Learning
Statistics
C#
Microsoft Office
Python (Programming Language)
R (Programming Language)
C++
C (Programming Language)
MATLAB
.NET Framework
Problem Solving
Communication
Strategic Leadership
Creative Problem Solving
Organization Skills
Management
Applied Mathematics
Attention to Detail
Programming Languages
Electronic Engineering
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Discover more about EricssonWhat is Johny Gemayel email address?
Email Johny Gemayel at [email protected] and [email protected]. This email is the most updated Johny Gemayel's email found in 2026.
How to contact Johny Gemayel?
To contact Johny Gemayel send an email to [email protected] or [email protected]. (updated on March 08, 2025)
What company does Johny Gemayel work for?
Johny Gemayel works for Ericsson
What is Johny Gemayel's role at Ericsson?
Johny Gemayel is AI Researcher Concepts - Doctoral Research Work in AI and Generative Models for Telecom
What is Johny Gemayel's Phone Number?
Johny Gemayel's phone (**) *** *** 178
What industry does Johny Gemayel work in?
Johny Gemayel works in the Information Technology & Services industry.
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