Akram bin Sediq
Principal Ai Ml Developer - Rrm and L1 @Ericsson
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WORK HISTORY
Principal Ai Ml Developer - Rrm and L1 @Ericsson
Ottawa, CA
Lead in establishing a framework to integrate AI methodologies like Data-Driven design, Supervised, and Reinforcement Learning into RRM and L1 products- Evaluate and formulate roadmaps of RRM and L1 features that can benefit from AI/ML- Lead the development of new workflows and processes, playing a key role in shaping the emerging AI/ML ecosystem from the perspective of RRM and L1.
EDUCATION
American University of Sharjah
B.Sc., Electrical Engineering
Carleton University
Doctor of Philosophy (PhD), Electrical and Computer Engineering
Carleton University
M.A.Sc., Electrical Engineering
SKILLS
ABOUT AKRAM BIN SEDIQ
A PhD holder specialized in radio resource management for wireless communications with a strong record of 40+ publications and 30+ patent filings in the areas of Artificial Intelligence (AI)/Machine Learning (ML), beam management, dual connectivity, link adaptation, scheduling, reference signals and control channel design, energy-saving, and interference coordination among many others• More than 5 years of hand-on experience in AI/ML techniques applied to radio resource management problems and personal projects. Proficient in state-of-the-art ML libraries such as scikit-learn, pandas, numPy, tensorflow, PyTorch, Keras, etc• Fourteen years of experience in industrial research and development through working full-time at Ericsson-Canada (8 years) and at BLiNQ Networks (1+ year), and through university collaborations with Huawei (5 years) • Recognized as one of Ericsson\'s key contributors, for 3 years in a row, chosen as one of two experts in Development Unit Networks in AI/ML in 2022, and chosen to be part of tech talent program 20••••19• Managed University Collaborations with the following Canadian Universities: University of Toronto, Western University, Carleton University, Queen\'s University, Ryerson University, Lakehead University, and University of Ottawa. Resulted in more than 6 journal papers and 13 conference papers, including a Best Paper Award at ICC 2022• Received two senate medals for outstanding academic achievements at the Master\'s and PhD levels, graduated with the highest GPA at the Bachelor level, and ranked first in the high school in Saudi Arabia• Excellent communication, presentation, and leadership skills demonstrated through various leadership positions and various successful technical initiatives• Numerous scholarships and awards at the institutional, provincial, and int\'l levels
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