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Research Assistant

Khalifa University - KU 6G Research Center

Research on DRL- and RAG-enhanced frameworks for multimodal LLM-assisted on-demand service deployment in 6G vehicular networks under real-time constraints.

• Designed DRL- and RAG-enhanced frameworks for multimodal LLM-assisted service deployment in 6G vehicular networks using conversational, visual, and sensory data.
• Coordinated with cross-institutional teams on 6G network intelligence, microservice placement with LLMs, and edge computing paradigms.
• Contributed to multiple submissions to IEEE venues including INFOCOM, TVT, VTM, CAIS, and WiMob.

AI Software Engineer Intern

Rhetora.ai

Built an AI co‑pilot sales solution integrating automation and scheduling across the sales lifecycle.

• Designed an AI co‑pilot sales software integrating automation and scheduling to streamline prospecting, lead nurturing, and deal closure.

Visiting Undergraduate Researcher

NYU Abu Dhabi - eBrain Lab

Hardware‑aware neural architecture search on embedded GPUs for autonomous robots.

• Designed a quantized hardware‑aware NAS framework achieving 15% faster inference and 1.2× higher energy efficiency on embedded GPUs.

Cybersecurity Intern

EBTIC

Investigated adversarial ML defenses in cyber‑physical systems.

• Enhanced robustness with a 5.7% reduction in successful attack rates by evaluating defenses against adversarial attacks.

BSc

Khalifa University

Computer Engineering (AI Track)

A RAG‑assisted DRL Framework for Microservices Deployment in 6G Vehicular Networks

IEEE WiMob 2025

Accepted for publication in IEEE WiMob 2025 (to appear in IEEE Xplore).

Large language Model‑Based Trajectory Forecasting for Dependency‑Aware Microservice Migration in 6G Vehicular Edge Networks

IEEE Transactions on Wireless Communications

Submitted article on LLM‑based trajectory forecasting for microservice migration in 6G vehicular edge networks.

AI‑Native Cloud‑Edge Orchestration for 6G Metaverse Networks: An LLM‑Guided Multi‑Agent DRL Approach

Complex & Intelligent Systems

Submitted article on LLM‑guided multi‑agent DRL for cloud‑edge orchestration in 6G metaverse networks.

On‑Demand Vehicular Service Deployment in 6G: A Collaborative Large‑Small LM Architecture

IEEE Vehicular Technology Magazine

Submitted article proposing a collaborative large‑small LM architecture for on‑demand vehicular services in 6G.

Move‑LLM: Multimodal LLM‑assisted DRL Framework for On‑Demand Service Deployment in 6G Vehicular Networks

IEEE Transactions on Vehicular Technology

Submitted manuscript on multimodal LLM‑assisted DRL for service deployment in 6G vehicular networks.

Towards On‑Demand Metaverse Service Deployment in 6G Vehicular Networks Using Multimodal LLMs

IEEE INFOCOM 2025 Workshops

Workshop paper demonstrating use of multimodal LLMs for service deployment in 6G vehicular networks.

Electrical Impedance Tomography Image Reconstruction

Explored variational autoencoders to address ill‑posed inverse problems in EIT image reconstruction, targeting a 5% improvement over SOTA.

• Variational autoencoders
• Inverse problems
• Medical imaging

Transformer‑Aided Underwater Object Tracking

Enhanced tracking precision by 2.5% using transformer‑based techniques in light‑constrained environments.

• Transformers
• Object tracking
• Low‑light vision

Automatic Waste Segregation System

Led a patented smart waste segregation system with computer vision modules and mechanical actuators.

• Computer vision
• Embedded systems
• Actuation

MBZIRC Maritime Grand Challenge

Computer vision and navigation in GNSS‑denied environments for a heterogeneous fleet (2 UAVs, 4 USVs).

• GNSS‑denied navigation
• Multi‑robot coordination

Emirates Robotics Competition 2023

Trained and designed an autonomous manipulator arm for pick‑and‑place tasks.

• Robotics
• Manipulation

Smart Family Banking System

Web and mobile banking system with ChatGPT‑3 integration deployed on AWS.

• Full‑stack
• Cloud
• LLM integration

EDGE Pioneers 4.0 Hackathon Series 3

EDGE Learning & Innovation

Developed an anomaly detector for high‑speed printing with PaDiM.

Alibaba Cloud GenAI Hackathon 2023 – Sustainability Expert (GenAI for Social Good in MENA)

GITEX Global InnovateFest

Built ZenMate, a chatbot hosted on Alibaba Cloud using Llama 2.

NYUAD Hackathon for Social Good

NYU Abu Dhabi

Quantum crop rotation optimizer for UAE agriculture.

17th IEEE Software Engineering Competition – Second Prize

American University of Sharjah

Awarded among regional participants for an innovative software engineering project.

MathWorks MATLAB Hackathon for UN SDG 13

Khalifa University & MathWorks

Trained regression models achieving MSE below 25%.

Khalifa University Programming Contest – First Prize (twice)

Khalifa University

Implemented time‑constrained algorithms in a team‑based programming competition.

Musabaqat Mathematics Competition V – 5th Place

Khalifa University

Ranked 5th among 90 students from 4 universities.

Open Mathematics Olympiad – Second Prize

IUHD – Turkmenistan

Second Prize in an international mathematics competition.

Academic Honors

Khalifa University

Full Undergraduate International President’s Scholarship (2019); Golden Key International Honor Society (2020); President’s List (8/9 semesters).

Co‑founder

AI Club, Khalifa University

Co‑founded the AI Club, attracting 250+ members and organizing hackathons on LLM capabilities.

Event Organizer

Global Day

Showcased Eritrean culture and guided the presentation for maximum impact.

Participant

Techstars Innovation Bootcamp

Represented Khalifa University in IP commercialization challenges.

Peer Tutor

Khalifa University

Completed 150 hours tutoring C++ and Calculus; received appreciation certification.