Work & Case Studies
Omnith client → CTO
Physical Retail Startup
Can Walmart match Amazon's data?
- Starting point
- COPPA and Illinois privacy law
- SOC 2 Type I and II and ISO 27001 certification
- GPU and server supply against 50+ CCTV cameras per store
- Variable R&D output
- What was built
- AWS platform (React, Go, Postgres)
- Streaming ingest and ETL (Kinesis → Spark → Databricks)
- Auto-scaling Argo Workflows for model iteration
- Multi-camera computer vision for in-store shopper analytics
- Outcomes
- 2–4 week model iteration cycle
- 100-store pilot across 8 U.S. states
- $3M seed round
- Timeline
- Platform delivered in 3 weeks under an Omnith contract, then engineering led in-house as CTO for about 2 years.
In-house · Principal Platform Architect
Large U.S. Telecom
Anyone in the org with GenAI can build an app now. How do we get those apps secure and into production?
- Starting point
- No unified developer tooling or agentic SDLC
- App governance needed an IT app registry
- Apps needed video subscriber data
- Agents needed handling for app AI use
- LDAP and enterprise auth
- What was built
- Company-wide app platform on AWS
- Integration of the platform core with data from many sources
- Enterprise OAuth
- An agent skill marketplace and workflow orchestrator built on commercial AI coding agents
- Automated observability for governance
- Outcomes
- App cycle time from 10–16 weeks to 2–4 weeks
- Seven-figure net revenue unlocked
- 850 project hours freed for other data initiatives
- Timeline
- First delivery in 6 weeks, with pilot apps onboarded in parallel.
In-house · Principal Platform Architect
U.S. Defense Company
How do we modernize and bring agentic workflows into software development without burning money or time?
- Starting point
- Legacy Java CI/CD and manual deploys
- FedRAMP-scoped data governance
- Multi-team RBAC
- What was built
- Automated cloud-native migrations
- A web app for developer workflows
- Agentic development workflows
- A knowledge base and chat assistant over internal documentation
- Artifact management for multi-language builds
- Outcomes
- Prototype time from 4–8 weeks to under 2 weeks
- Releases from 16+ weeks to continuous deployment
- New contract capacity won without adding headcount
- Timeline
- First delivery in 4 weeks; handoff at 3 months.