Work
Selected projects and capabilities. Due to NDAs and proprietary work, specifics are often generalized.
// current
Multi-Tenant Cloud Platform
Designing and building a multi-region infrastructure platform. High-availability storage, API gateways, database provisioning, and AI workloads.
AI Agent Framework
Multi-model orchestration system for production AI workloads. Routing, caching, safety guardrails, and monitoring.
// open source
View all →Cognition Commons
17 open source tools for LLM development: token counting, prompt management, response validation, testing utilities, cost tracking.
github.com/cognitioncommons →Cognition Commons Research
Open research notes on cognitive architectures, multi-agent coordination, and alignment techniques.
cognitioncommons.org →// past work
Cloud Infrastructure & DevOps
- • Multi-cloud migrations (AWS, GCP, Azure) for enterprise clients
- • Kubernetes cluster design and management at scale
- • CI/CD pipeline architecture for large engineering teams
- • Infrastructure-as-code implementations (Terraform, Ansible)
- • High-availability and disaster recovery planning
Backend Systems
- • API design and implementation (REST, GraphQL)
- • Microservices architecture and migration
- • Database design and optimization (PostgreSQL, MySQL, Redis)
- • Event-driven architectures and message queues
- • Performance optimization and caching strategies
AI/ML Systems
- • LLM integration and production deployment
- • RAG system design and optimization
- • Agent orchestration frameworks
- • ML infrastructure and model serving
- • Prompt engineering and evaluation systems
Developer Tooling
- • CLI tools for internal engineering workflows
- • Developer productivity platforms
- • Testing frameworks and utilities
- • Documentation systems
// how I work
Architecture Reviews
Deep-dive into your system architecture. Identify bottlenecks, security issues, and scaling concerns. Deliverable: written report with prioritized recommendations.
Implementation Sprints
2-4 week focused engagements to build specific systems or features. I work embedded with your team or independently with async updates.
Technical Advisory
Ongoing advisory relationship. Regular check-ins, design reviews, and architectural guidance. Typically 5-10 hours/month.