David Soto
Solutions Architect Machine Learning at Google
Boulder, Colorado, United States
Summary
👤
Senior🎓
Top SchoolDavid Soto is a Solutions Architect in Machine Learning with 11 years of experience blending deep technical ML expertise and telecom systems knowledge, now driving large-scale distributed training at Google. He has a strong track record building and optimizing deep learning pipelines, custom LLM training, and edge inference (TensorRT/TF-TRT) across roles from principal engineer to head of ML. His background in electrical engineering, an MBA, and early career in network planning and datacom gives him a rare mix of systems-level networking insight and product/market fluency for service providers. Comfortable across cloud platforms (GCP/Azure/AWS), Python/C++, and production ML workflows, he excels at turning research models into scalable, operational solutions. Notably, he brings hands-on experience optimizing real-time computer vision and LSTM models for embedded and IoT deployments, bridging edge constraints with cloud-scale training.
11 years of coding experience
18 years of employment as a software developer
Data Science, Data Science at Galvanize IncIngeniero Civil Electrónico Electrical and Electronics Engineering, Ingeniero Civil Electrónico Electrical and Electronics Engineering at Universidad de ConcepciónMaster of Business Administration (MBA) Business Administration and Management General, Master of Business Administration (MBA) Business Administration and Management General at Universidad Adolfo IbáñezDiplomado Administración y Dirección de Proyectos, Diplomado Administración y Dirección de Proyectos at Pontificia Universidad Católica de ChileLondon School of Economics and Political ScienceE.Media Electrónica, E.Media Electrónica at CEAT
English, Spanish
Stackoverflow
16reputation
114reached
1answer
0questions
Github Skills (35)
cnn-keras10
python8
deep-learning8
gpu8
machine-learning8
axis8
neural-network6
tensorflow6
environment-variables6
google-cloud-storage5
spanner5
numpy5
pytorch5
google-cloud-platform4
network-analysis4
Programming languages (5)
Github contributions (5)
dasoto/skincancer
Oct 2017 - Dec 2017
Skin cancer detection project
Contributions:59 commits, 56 pushes, 1 branch in 1 month
cnn-kerasskin-cancer
dasoto/politicalAnalysis
Jul 2017 - Mar 2023
Multi axis analysis of USA Congress
Contributions:9 PRs, 16 pushes, 4 branches in 5 years 9 months
congressaxisanalysisnetwork-analysis
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