Bahador Rashidi
Senior Ai Scientist @Huawei
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WORK HISTORY
Senior Ai Scientist @Huawei
Edmonton, AB, CA
AI & Computer Vision - AI-driven Perception Quality Enhancement and Camera ISP Tuning - Image Quality Assessment (IQA) and Optimization Foundation Models & Prompt Engineering - Optimization of Large Language & Multimodal Models (LLMs & LMMs)- Prompt Tuning for Adaptive Model Performance Optimization & Computational Efficiency - High-dimensional Optimization & Search Algorithms - Hardware/Software Co-optimization for Neural Processing Units (NPUs)
EDUCATION
University of Alberta
Doctor of Philosophy (PhD), Electrical & Computer Engineering Department
K. N. Toosi University of Technology
Bachelor of Science (B.Sc.), Mechanical Engineering
SKILLS
ABOUT BAHADOR RASHIDI
Highlights-•) 5+ years of experience in R&D of ML and DL solutions for real-world problems in multi-disciplinary industries.•) 2+ years of technical leadership experience as co-founder/director of a tech startup company RTNest Inc.•) Lead inventor of 2 US Patents developed an autonomous predictive monitoring platform and a hybrid feature extraction schema using unsupervised ML (i.e. MMPCA) for system health monitoring with non-stationary behavior. •) Hands-on experience in using ANN techniques including DNNs, SAEs, RNNs, LSTM, GANs, recommender systems, model ensembling, transfer learning, multi-modal deep learning and reinforcement learning.•) Proficient in writing DB queries, extracting/manipulating DBs using MYSQL, PostgreSQL, NoSQL (MongoDB).•) Organized individual with a positive attitude and a dedicated team player with excellent technical writing skills.
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