
OmarM
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Software Engineer, On-Device Machine Learning
Google • Full time
May 2023 - Mar 2026 • 2 yrs 10 mos
• Architected and optimized edge AI systems, specializing in on-device machine learning infrastructure and agentic AI deployment. • Built and scaled local ML infrastructure pipelines, driving improvements across model deployment, evaluation, serving, and data processing. • Developed low-latency, high-performance software utilizing C/C++, Python, and Java to optimize resource-constrained edge devices. • Engineered robust model debugging and fine-tuning frameworks to ensure highly reliable and accurate on-device inference. • Pioneered agentic AI development workflows, bridging the gap between local execution capabilities and intelligent automation.