We offer Machine Learning consulting services. If your team is struggling to execute on your Machine Learning roadmap, we can help. Start with our book or podcast, then reach out if you'd like a consultation. Here's an an overview of our services, broken down by development-phase:
Phase One: Planning
Strategy Generation. Event Storming. Requirements Generation. Capacity Planning. Team Building. Technical Training. Capability Maturity Building. Roadmap Generation.
Phase Two: Research
Literature Review. Data Collection. Annotation Infrastructure. Labeling Procedures. Base Model Selection. Notebook Generation. PoC Creation. Production Model Training.
Phase Three: Development
Model Compression. Runtime Adaptation. Pre-processing Pipeline Components. Post-processing Pipeline Components. Sub-process Integration. Companion Data Warehousing. Gateway Development. Gateway Documentation.
Phase Four: Operations
VCS Setup. Integration Test Creation. Smoke Test Creation. Continuous Integration Infrastructure. Continuous Deployment Infrastructure. Hosting Infrastructure. Telemetry & Observability Systems. Analytics & Logging Systems.
Phase Five: Integrations
Client Libraries. Client-side Model Runtimes. Request Queues. Authorization Mechanisms. Sub-Client Metering. Client-side Integration Tests. HITL Systems. Client-side Fallback and Failover.
Phase Six: Iterations
Automated Builds. Automated Model Training. Automated Model Benchmarking. A/B Testing. Auto-Scaling Infrastructure. Simple RLHF. Advanced RLHF. Service Level Agreements.
Company Details
- Founded
- -
- Address
- Oakland, Ca 94612, Us
- Industry
- Software Development
- NAICS
-
Software Publishers
- Website
- https://stdout.ai
- Keywords
- Level Agreements..
- HQ
- Oakland, CA
- Competitors
- StdOut srl, BookIt.
Stdout Questions
Stdout's website is https://stdout.ai
Stdout's LinkedIn profile is https://www.linkedin.com/company/stdout-ai
Stdout's industry is
Software Development
Stdout's top competitors are
Stdout Srl,
Bookit.
Stdout's categories are Software Development
Stdout's founding year is 2023
