Alexandre Mendonca
Software Engineer Ai Ml @Motive
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WORK HISTORY
Software Engineer Ai Ml @Motive
I\'m a software engineer specializing in machine learning infrastructure, optimizing the performance, scalability, and cost of our ML systems. I focus on enhancing the inference service for fast, reliable, and cost-effective model deployment, and streamlining the training process through infrastructure improvements like data caching and cost-optimized cloud resource utilization. My work enables broader model deployment and maximizes the impact of our AI initiatives.• Implemented a new inference service that improves reliability, increases processing speed by 96%, scales easily, and reduces costs by 90%. This upgrade allows the company to deploy more models, overcoming previous financial limitations.• Updated the training infrastructure by implementing data snapshot caching, progress checkpoints for long-running jobs, and leveraging spot instances, resulting in a cost reduction of approximately 60%.
EDUCATION
Universidade Federal de Santa Catarina
Msc., Computer Science - Embedded Systems
Universidade Federal de Santa Catarina
Bsc., Computer Science
SKILLS
ABOUT ALEXANDRE MENDONCA
Software Engineer AI/ML | Ex-AWS
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