About Me
I hold a PhD from Coventry University (awarded: September 2026), specialising in end-to-end (E2E) network slicing for 5G/6G. My work sits at the intersection of mobile network architecture, resource management, and AI-enabled orchestration, informed by prior industry roles in telecom operations and core network engineering.
I am preparing for industry R&D / advanced engineering/design roles in networking and telecom, with interests spanning network automation/orchestration, NFV/SDN, resource allocation, MEC/task offloading, and deep reinforcement learning for closed-loop network control.
News
Formally awarded my PhD
Coventry University, Coventry, UK
Awarded the PhD in Electrical and Computer Engineering for the thesis "Satisfaction-Driven Hierarchical Multi-Agent Deep Reinforcement Learning for End-to-End Network Slicing".
Submitted PhD thesis
Coventry, UK
Originally submitted under the title "5G/6G End-to-End Network Slicing Framework for Vertical Industries" . The title was later revised during the corrections/amendments stage to "Satisfaction-Driven Hierarchical Multi-Agent Deep Reinforcement Learning for End-to-End Network Slicing".
Attended IETF Standards-in-Practice Workshop
Glasgow, Scotland, UK
Participated in the hands‑on, introductory event designed to help researchers, students, and engineers understand how the IETF works, and how their own research can translate into meaningful standards contributions. Travel funded by the SICSA.
Research at HORIBA MIRA — Project CERTUS
CCAAR, HORIBA MIRA, Nuneaton, UK
Joined the Innovate UK-funded CERTUS project for V2X integration and validation on CAV testbeds at CCAAR.
Presentation at the Advanced Internet Technologies: Winter PhD School 2024
Barcelona, Spain
Presented "DRL-enabled Mobility-Aware RAN Slicing Resource Allocation for Open RAN Deployments". Also attended the insightful keynotes from inspiring researchers. Travel funded by the Spanish Government's UNICO I+D 6G programme.
Paper Presented at IEEE CAMAD 2024
Athens, Greece
Presented MARSRA paper in Session: Distributed AI-Driven Open & Programmable Architecture for 6G Networks.
Survey Published in IEEE COMST (IF: 50.6)
Coventry, UK
Published "Resource Management From Single-domain 5G to End-to-End 6G Network Slicing: A Survey" in the highest impact-factor journal in telecommunications.
TPC Member — IEEE VTC2024-Fall
Washington DC, USA
Served on the Technical Program Committee of the 2024 IEEE 100th Vehicular Technology Conference.
3rd Best Paper — ITU Kaleidoscope 2020
Ha Noi, Vietnam
Paper "Digital Transformation VIA 5G: Deployment Plans" awarded 3rd best paper at the ITU Kaleidoscope conference.
Expertise
My core research and engineering strengths.
5G/6G & Network Slicing
Deep Reinforcement Learning
Multi-Agent Systems
SDN / NFV / O-RAN
MEC & Task Offloading
Resource Allocation
Closed-loop Automation
Telecom Standards (3GPP)
Projects & Code
Hands-on deployments and research codebases.
5G Network Slicing Testbed
Sep 2026Working 5G standalone testbed with OSM orchestrating eMBB and URLLC slices on a free5GC core and UERANSIM RAN/UE emulation, with Grafana monitoring of per-slice performance.
Network Slicing Literature Analysis Pipeline
Apr 2026Open-source pipeline behind the IEEE COMST survey on E2E slicing resource management, for reproducing and extending the literature analysis.
ENSURE: Multi-Agent E2E Slicing Framework
Apr 2025Hierarchical multi-agent DRL framework in which four agents manage RAN, TN, CN and E2E slice resources on three control timescales (SAC and Masked PPO), with action masking for feasible allocations.
Neural Network Vehicular Location Prediction
Aug 2024Comparison of RNN, LSTM, GRU, Conv1D and MLP models for predicting vehicle positions from the Seoul SUMO mobility trace, for proactive 5G resource allocation; MLP reached 0.42 m RMSE (MSc Artificial Neural Networks module, 7088CEM, Coventry University).
MARSRA: O-RAN Mobility-Aware RAN Slicing
Feb 2024DRL-based, mobility-aware RAN slicing resource allocation for Open RAN deployments (IEEE CAMAD 2024).
Classifying 5G Network Slices from User Requirements
Jan 2024Multi-class classification of users into eMBB, URLLC and mMTC slices from 16 service and QoS features, comparing logistic regression, k-NN, decision tree, random forest and SVM (MSc Machine Learning module, 7072CEM, Coventry University).
Energy-Efficient Task Offloading
Jun 2021Joint task offloading and resource allocation under end-to-end latency constraints (IEEE Transactions on Communications, 2022).
Energy-Efficient Slicing and Admission Control
Jun 2021Joint resource and admission management for slice-enabled networks (IEEE/IFIP NOMS 2020 and MSc thesis).
Education
Coventry University
PhD in Electrical and Computer Engineering (E2E Network Slicing), awarded 22 September 2026
Centre for Future Transport & Cities (CFTC), Coventry, United Kingdom
Thesis: Satisfaction-Driven Hierarchical Multi-Agent Deep Reinforcement Learning for End-to-End Network Slicing
Project: 5G/6G End-to-End Network Slicing Framework for Vertical Industries (fully funded doctoral studentship covering tuition and an annual stipend)
Developed the ENSURE framework: a multi-agent deep reinforcement learning architecture for joint resource management across RAN, TN, and CN domains in 6G networks. Research spans Masked PPO, curriculum learning, multi-timescale coordination, and satisfaction-based reward formulations.
Supervisors: Olivier C. L. Haas, Soufiene Djahel, Hui Zhou, and Faouzi Bouali
Tarbiat Modares University
MSc in Software Engineering — GPA: 3.54/4.0
Dept. of Electrical & Computer Engineering, Tehran, Iran
Thesis: A Resource Allocation Method for Network Slicing in Software-Defined 5G Networks
Supervisors: Behzad Akbari and Nader Mokari
University of Zanjan
BSc in Software Engineering — GPA: 3.31/4.0
Dept. of Electrical & Computer Engineering, Zanjan, Iran
Capstone: Design and Implementation of an Appointment Reservation System using ASP.NET MVC
Supervisor: Davud Mohammadpur
Experience
Coventry University
Doctoral Researcher and Research Assistant
Centre for Future Transport & Cities (CFTC), Coventry, UK
Designed and simulated ENSURE, a cooperative multi-agent DRL framework in which four agents manage RAN, TN, CN, and E2E slice resources on three control timescales (SAC and Masked PPO), with action masking that makes infeasible slice allocations unreachable by construction. Courses taken: Machine Learning (Spring 2024), Artificial Neural Networks (Fall 2024).
HORIBA MIRA
Research Assistant (V2X Systems Integration) — Project CERTUS
CCAAR, Nuneaton, UK
Innovate UK-funded CERTUS: V2X integration/validation on CAV testbeds. Integrated and validated Cohda Wireless MK6 C-V2X units on StreetDrone CAV platforms. Tested OBU-to-OBU C-V2X sidelink (PC5) and DSRC (ITS-G5), plus cellular 5G NR uplink/downlink for OBU-to-RSU connectivity, diagnosing failures from packet captures. Analysed steering telemetry in Python to estimate control-loop latency and assess deadband mitigation strategies.
SINA Communication Systems Co.
Network Solutions Specialist
Router R&D Dept., Tehran, Iran
Network solution provider and manufacturer of transmission network devices. Tested and verified NOS protocol modules with TRex, GNS3, and Wireshark. Experience with OF-DPA, OpenFlow, FRRouting, OpenDaylight, ONOS, and Stratum.
RighTel Telecommunications
Network Performance Tools Engineer
Network Quality & Supervision Dept., Tehran, Iran
Third 3G/4G telecom operator in Iran. Built KPI ETL pipelines and Grafana dashboards for OSS telemetry; automated daily network health reporting and downtime alerts. Installed and maintained local PostgreSQL and GitLab CE servers on Ubuntu VMs.
Mobile Communication Company of Iran (MCI)
5G Core Network Researcher
Mobile Network Technology Solution & Strategy Dept., Tehran, Iran
Collaborative project by Dr. Mokari's team at Tarbiat Modares University. Topics: 5G Mobile Core Network Architecture, SDN, NFV, Orchestration, Network Slicing, 5G Core Network Functions, and 5G System Design. Prepared reports, bulletins, and presentations on standardisation and migration plans. Commended by the MCI Technical Deputy for outstanding research.
Publications
Impact factors (IF) are from Clarivate Journal Citation Reports, 2026 release (2025 data).
Journal Papers
"ENSURE: Multi-Timescale E2E Slice Resource Management for 6G Networks"
IEEE Trans. on Cognitive Communications and Networking (IF: 8.0), Major revision (under review), 2026
"Resource Management From Single-Domain 5G to End-to-End 6G Network Slicing: A Survey"
IEEE Communications Surveys & Tutorials (IF: 50.6), vol. 26, no. 4, pp. 2836-2866, 2024
"Energy-Efficient Task Offloading Under E2E Latency Constraints"
IEEE Trans. on Communications (IF: 8.4), vol. 70, no. 3, pp. 1711-1725, 2022
Conference Papers
Book Chapters
"AI-based Resilience and Failure Recovery in 6G Networks"
In AI-Enabled Wireless Communication: Artificial Intelligence and 6G Networks, Elsevier / Morgan Kaufmann, invited chapter, under development (to be submitted late October 2026)
Presentations & Events
Presented
Poster Presentation: "ENSURE: Multi-Timescale E2E Slice Resource Management for 6G Networks", 1st Seminar of Towards Edge Intelligence (TEI), May 2026, BDFI, University of Bristol, Bristol, UK. (travel/accommodation was awarded via the University of Bristol (JOINER Project))
Poster Presentation: "Multi-Timescale E2E Slice Resource Management using Multi-Agent DRL for 6G Networks", Coventry Centre for Doctoral Training in AI Community Event, April 2026, Coventry University, Coventry, UK.
DRL-enabled Mobility-Aware RAN Slicing for Open RAN, Winter PhD School 2024, i2CAT, Barcelona, Spain. (Funded by UNICO I+D 6G)
Conversations with Graduates Webinar Series (Online Interview), MFet / IEEE Sharif UT / ZNU EE Association, Iran.
MARSRA, Session: Distributed AI-Driven Open & Programmable Architecture for 6G Networks, IEEE CAMAD 2024, Athens, Greece.
Application of DRL to RAN Slicing (Online), NetsLab, University College Dublin, Ireland.
Joint Resource and Admission Management, Session: SDN & NFV — Resource & Slice Management, IEEE/IFIP NOMS 2020, Budapest, Hungary.
An Introduction to SDN, NFV, and Network Slicing, Niroo Research Institute (NRI), Tehran, Iran.
REST APIs in 3GPP 5G Standards and 5G Core Network Migration (from EPC), MCI, Tehran, Iran.
5G Core Network Overview (Iran Telecom Exhibition) and 5G Standardization: NFV, SDN, Network Slicing, SBA, MCI, Tehran.
Recent Trends in 5G Core Network Technologies: IMT-2020, NFV, SDN, Slicing, 5G-PPP, 3GPP Deployment Options, MCI, Tehran.
Attended
IEEE ComSoc Student & Young Professionals Career Fair @ IEEE ICC 2026, 27 May 2026, SEC, Glasgow, UK (ICC attendance (day pass) awarded via IEEE ComSoc)
IETF Standards-in-Practice Workshop, Mar 2026, University of Glasgow, Glasgow, UK (travel/accommodation was awarded via the University of Glasgow and SICSA)
Connected Britain 2025, ExCeL, London, UK.
Human-Centred AI: An Interdisciplinary Network, Coventry University.
Advanced Digital Technologies Workshop, i2CAT, Barcelona. (Funded by UNICO I+D 6G)
Nokia 5G Update for MCI Workshop, Tehran, Iran.
Review & TPC Services
Impact factors (IF) are from Clarivate Journal Citation Reports, 2026 release (2025 data).
Journal Reviewer
Clarivate Profile
Conference TPC Member
Skills
Core
5G/6G, Network Slicing, NFV, SDN, O-RAN, MEC, Telecom Standards, Resource Allocation, Closed-loop Automation
Networking
Wireshark, TRex, GNS3, OpenFlow, FRRouting, ONOS, Stratum
Programming & Data
Python, SQL (PostgreSQL / MS SQL), C/C++, .NET Core, MATLAB, pandas, NumPy, PyTorch, scikit-learn
Research
LaTeX, MS Office, EndNote, DRL (Stable-Baselines3, Ray RLlib), Gymnasium, CVX, Gurobi
Tools
Linux, Git, GitLab, Grafana, Docker
Licenses & Certifications
IELTS
IDP — Overall: 7.5 (L: 9, R: 7.5, W: 6.5, S: 7.5)
Machine Learning — Stanford (Coursera)
Online, Summer 2021
5G & Mobile Broadband — ITU Academy
Online, Spring 2021
LPIC-2 & LPIC-1
Fanavaran Anisa (Iran Linux House), Tehran
CCNA — Cisco Certified Network Associate
Carrier Digit Institute, Tehran
Academic & Professional Memberships
IEEE Graduate Student Member (No.: 95013754)
Member of IEEE ComSoc, VTS, CS, YP, and R8 — UK & Ireland
Student Member of The Institute of Telecommunications Professionals (ITP)
Volunteering
Graduate Student Mentor (Volunteer)
Assisted 14+ international candidates with PhD applications, leading to 9 successful placements in 2024 and 2025.
Board Member — Simorgh Film & Photo Center
University of Zanjan, Iran
Organised screenings, subtitled films, produced videos, and managed board elections. Directed ticket proceeds as donations to the Iranian Society of Students Against Poverty (SOSA).
References
References from my academic supervisors and former industry managers at MCI, RighTel and SINA Communication Systems are available on request.
Contact
Location
Coventry, United Kingdom