Mustafa (M.) M.
AI Trainer – Electrical Engineering Expert (Wireless Communications)
Experience
Jan 2025 - Present
1 yearAI Trainer – Electrical Engineering Expert (Wireless Communications)
Independent Contractor
- Developed complex, domain-specific prompts testing AI reasoning in communication theory, channel modeling, and modulation.
- Identified reasoning failures in model responses involving stochastic fading, cooperative diversity, and BER/capacity derivations.
- Created detailed rubrics defining “golden responses,” ensuring model accuracy and adherence to physical and mathematical constraints.
- Enhanced AI performance in wireless communications signal processing through structured prompt design and rubric-based evaluation.
Jan 2013 - Present
13 yearsOxford, United States
Professor of Electrical & Computer Engineering
University of Mississippi
Research: AI-enhanced wireless communication systems, THz channel modeling, UAV network optimization.
Leadership: Chair, School of Engineering Curriculum & Policy Committee (2022–2023); ABET assessment lead.
Mentorship: Supervised 9 Ph.D. and 10+ M.S. theses in communications and signal processing.
Jan 2006 - Dec 2012
7 yearsAssociate Professor of Electrical & Computer Engineering
University of Mississippi
Jan 2002 - Dec 2005
4 yearsAssistant Professor of Electrical & Computer Engineering
University of Mississippi
Jan 1997 - Dec 2002
6 yearsKansas City, United States
Senior/Principal Network Systems Research Engineer
Sprint PCS
- Designed and evaluated emerging CDMA air-interface technologies and QoS mechanisms for wireless networks.
Jan 1996 - Dec 1997
2 yearsKansas City, United States
Consultant Network Engineer
Aerotech & Sprint LDD
- Contributed to network design for digital transmission systems (T1/E1, SONET, ATM, IP/MPLS).
Summary
Electrical Engineering expert with 20+ years of academic and 6+ years of industry experience spanning wireless communications, signal processing, and digital systems.
Independent AI Trainer in Electrical Engineering (Wireless Communications) creating advanced reasoning prompts and evaluation rubrics that push AI model reasoning limits for domain accuracy and reliability.
Author of 150+ peer-reviewed publications, 4 books, 4 patents, and 40+ conference papers.
Recognized for ABET accreditation leadership, cross-disciplinary research, and mentoring the next generation of engineers.
Languages
English
NativeEducation
University of Missouri-Columbia
Ph.D. · Electrical Engineering · United States
Jordan University of Science & Technology
M.Sc. · Electrical Engineering · Jordan
Yarmouk University
B.Sc. · Electrical Engineering · Jordan
Certifications & licenses
3G Wireless Mobile Communications
CodeSignal – Generative AI for Engineers (Capability Awareness, Proficiency, and Limitations)
Digital Transmission (T1/E1, T3/E3, DS1, DS3, OC-48)
HP-UNIX System Administration
Integrated Network Security with Firewall
Introduction to CDMA RF Engineering
Lucent PCS & CDMA
NEC ITS-2400V SONET System
Nortel CDMA Wireless BSC-ATM Networking
Nortel Vector ATM OAM&P
Testing and design of CDMA RF Engineering
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