Solution Architecture
Discovery, reference architectures, migration planning, and executive-facing pursuit work. From the whiteboard through the signed statement of work.
- Hybrid and multi-cloud reference designs
- Well-Architected reviews and landing-zone baselines
- Migration strategy and phased execution
- Pursuit-lead and RFP response support
Engineering & Delivery
Hands-on implementation, integration, hardening, and cutover. When the design and the build are the same signature, handoff losses go to zero.
- End-to-end delivery from specification to production
- Terraform, Ansible, Kubernetes, CI/CD pipelines
- Database and integration engineering (SQL, NoSQL, event-driven)
- Cutover, remediation, and launch support
IT & Hosting Infrastructure
Multi-cloud, private cloud, and on-premise. AWS, Azure, VMware, KVM, OnApp, SolusVM. The complete stack — from bare metal through the API gateway.
- Public, private, and hybrid cloud architectures
- High availability, disaster recovery, and multi-region design
- Cost optimization and TCO analysis
- Security review, abuse prevention, and incident response
AI Integration & Enablement
Generative AI integrated into production systems — not slideware. Frontier and open-source models, self-hosted inference, agentic workflows, small-model training, and model distillation.
- RAG pipelines, vector-database patterns, and prompt engineering
- Self-hosted model serving on private compute or client cloud
- Small-model fine-tuning for privacy-sensitive workloads
- MLOps with cost and latency trade-off analysis