AI Architecture & Engineering
Design and build AI systems around your business needs—from generative AI and agentic workflows to scalable MLOps pipelines. Deploy at scale, on-premises or in the cloud.
Generative AI · Agentic Systems · MLOps ALI MOKH, PhD / AI RESEARCHER
Build scalable AI
for the real world.
I help enterprises turn fragmented, complex data into a connected context layer for their AI systems. I support engineering teams in designing, building and deploying AI at scale—on-premises or in the cloud—and train professionals through deep theoretical foundations and practical implementation.
BASED IN FRANCE
CONNECTING THE DOTSAI · Knowledge · Telecom
MLOpsGenerative AIKnowledge FabricsData EngineeringAI Strategy & AdvisoryTechnical Leadership
01 / WHAT I BRINGFrom complex data
From complex data
to AI that works.
Architecture, hands-on engineering and training to help your teams build and scale AI with confidence.
Knowledge Fabrics & Data Engineering
Turn scattered documents, specialised databases and complex data into a connected context layer for AI. Combine data engineering, knowledge graphs and retrieval to deliver relevant, traceable answers.
Knowledge Fabrics · GraphRAG · Data EngineeringTechnical Advisory & Training
Shape your AI roadmap, guide architectural decisions and help engineering teams build the expertise to deliver. Training combines deep theoretical foundations with practical implementations.
AI Strategy · Technical Leadership · Professional Training02 / IN FOCUSComplex knowledge.
Complex knowledge.
Connected intelligence.
3GPP Knowledge Fabric brings together technical specifications, knowledge graphs and retrieval to support telecom AI research.
Explore the project3GPP KNOWLEDGE FABRICCONCEPT MAP
Entities and relationships connect concepts across the source material.
03 / THE JOURNEYBuilt on research.
Built on research.
Broadened by practice.
Industrial AI, experimental telecom, project coordination and teaching. Several activities run concurrently.
6 roles shown
2025May 2025 — present
Seiyaj Tech / Amanah
Project management
Connecting product requirements, technical work and delivery.
Role & contribution
Project management for Amanah and traceability initiatives, alongside my research career. The work connects needs, technical decisions and delivery coordination.
2023Oct 2023 — present
Ericsson France
Researcher Concept AI
AI research where telecom knowledge meets GenAI and MLOps.
Role & contribution
Contributions span technical knowledge systems, agentic workflows, reusable pipelines, cloud deployment and evaluation, alongside MLOps and reinforcement learning for RAN automation.
2021Jan 2021 — Sep 2023
Youree / FlexifAI
Research Engineer–Data Scientist & Scrum Master
Industry AI research, laboratory partnerships and Agile coordination.
Role & contribution
Responsible for signal-processing and AI research, including deep learning for time-series analysis and vehicle-to-grid applications. Work included AWS deployment, research partnerships with two laboratories, and facilitation of Agile/Scrum processes.
2019ESILV since 2019 · Orsys since 2021
ESILV & professional training
Lecturer & professional trainer
Sharing the foundations and engineering practices behind AI.
Role & contribution
Teaching AI, information theory, quantum information, Python and algorithmic complexity at ESILV; professional training at Orsys in 4G/LTE, 5G, machine learning and neural networks. The wider course portfolio includes MLOps and GenAI. Earlier teaching at ESIEA (2018–2019) covered electronics, robotics and microcontrollers.
20182018 — 2021
CNRS · Institut Langevin
Research Engineer / Postdoctoral Researcher
Experimental wireless research across frequency scales.
Role & contribution
Research on time reversal for ultra-wideband wireless systems and reconfigurable intelligent surfaces, combining analysis, simulation and experimental setups from sub-6 GHz through millimetre-wave and sub-THz frequencies.
2018Doctoral research · PhD 2018
INSA Rennes / IETR
Digital communications research
A scientific foundation in MIMO, spatial modulation and wireless systems.
Role & contribution
Research on MIMO spatial modulation, time-reversal precoding and receiver strategies for low-complexity wireless devices, combining theoretical analysis with experimental implementation.
PhD, Digital Communications
INSA Rennes
M2, Signal Processing
Grenoble INP – Phelma
Telecommunications Engineering
Lebanese University
04 / BEYOND THE RESEARCHBuild. Share.
Build. Share.
Move ideas forward.
My direction is toward broader R&D Director, Head of AI and CTO responsibilities, building on research, architecture, project coordination and teaching.
TEACHING & TRAININGMake complex ideas
Give ambitious work
Make complex ideas
click.
ESILV, professional training and practical courses in AI, MLOps, Python and telecom.
Explore teaching CONSULTANCY & DELIVERYGive ambitious work
a clear direction.
Architecture, technical decisions and coordination grounded in research and engineering.
Explore collaboration