Lucas Casagrande
Senior Software Development Engineer, Edge AI ML at Amazon
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolLucas Casagrande is a Senior Software Development Engineer specializing in Edge AI/ML with 11 years of experience, currently enabling deployment of large language models on edge devices at Amazon through compression, knowledge distillation, and large-scale training. Based in Seattle, he combines a methodical, autodidactic approach with hands-on research-to-production experience, bridging academic rigor from a master’s program with practical nanodegree training. He mentors aspiring data and AI professionals via SC Data & Analytics, translating cloud and ML concepts into career-boosting skills. His work focuses on making heavyweight models run efficiently under resource constraints, an area that demands both algorithmic creativity and engineering discipline. Outside core engineering, he brings a knack for extracting actionable insights from data and for simplifying complex model optimizations into deployable pipelines.
11 years of coding experience
Bachelor, Bachelor at UNISOCIESC - Universidade Sociedade Educacional de Santa CatarinaNanodegree, Nanodegree at UdacityMaster's degree, Master's degree at Universidade do Estado de Santa CatarinaEngenharias Industriais, Engenharias Industriais at Universidad Politécnica de Madrid
Portuguese, English, Spanish
Stackoverflow
488reputation
50kreached
7answers
2questions
Github Skills (54)
data-quality10
data-validation10
python10
data-integrity10
data-science10
data-engineering10
dvc10
exploratory-data-analysis10
eda10
keras10
markov-decision-processes10
mlops10
data-profiling10
pipeline10
shutdown9
Programming languages (5)
Github contributions (5)
lccasagrande/SMART-Energy
Mar 2015 - Jul 2015
Contributions:45 commits, 41 pushes, 3 branches in 3 months
lccasagrande/DeepShutdown
Aug 2018 - Aug 2020
Contributions:1 release, 223 commits, 1 tag in 2 years
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