David Soto
Solution Architect - Machine Learning Engineer at Google
- Role
- Solutions Architect Machine Learning at Google
- Location
- Boulder, CO, US
- LinkedIn followers
- 500 followers
About David Soto
Data Scientist specializing in machine learning, deep learning and software development. Over 10 years of expertise in systems architecture, IP Core Networks, and Cloud solutions. Passion for continuous learning and deliver accurate data driven results to enhance company decisions.
Experience
Solutions Architect Machine Learning
Sep 2024 — Present · Boulder, CO, US
Large scale distributed training gpus- Extensive knowledge in deep learning frameworks (PyTorch, JAX)- large scale training (DDP/FSDP, SPMD, NCCL, tensor/pipeline parallelism), and performance profiling- Strong systems background: networking, GIB, parallel filesystems (Lustre), storage systems, schedulers (Slurm, Kubernetes, etc.)- Deep knowledge of ensuring high availability and fault resilience for large-scale applications, including implementing elastic training strategies and advanced observability.
Education
The London School of Economics and Political Science (LSE)
Finance and Global Economy Study Visit
2014 — 2014
Galvanize
Data Science
2017 — 2017
Pontificia Universidad Católica de Chile
Diplomado, Administración y Dirección de Proyectos
2007 — 2007
Universidad Adolfo Ibáñez
Master of Business Administration (MBA), Business Administration and Management, General
2013 — 2015
CEAT
E.Media, Electrónica
1995 — 1998
Universidad de Concepción
Ingeniero Civil Electrónico, Electrical and Electronics Engineering
1999 — 2004
Skills
- Embedded Linux
- Scikit-Learn
- Pre-Sales
- Voip
- Mpls Vpn
- Salesforce.com
- Electronic Product Design
- Spark
- Wireless
- Statistical Modeling
- Sales Management
- Vpls
- Data Analysis
- C++
- Cloud Computing
- Ip Networking
- Software Development
- Python
- Management
- Sql
- Telecommunications
- Embedded Systems
- Data Science
- Ip
- Business Development
- 3g
- R
- Team Leadership
- Machine Learning
- Neural Networks
- Nlp
- Internet of Things
- Voice Over Ip (Voip)
- Network Design
- Aws
- Product Management
- Iot
- Project Management
- Matlab
- Business Strategy
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