Production systems.
Not prototypes.
A sample of what we've shipped. Details anonymized where client confidentiality requires it.
Replaced Spentra's Ruby monolith with a serverless Money Earned API
After six years running Spentra's AWS environment, we rewrote the core Money Earned API from an aging Ruby monolith into a serverless distributed system on AWS Lambda and API Gateway. Daily deploys, lower costs, no servers to patch.
- AWS Lambda
- AWS API Gateway
- Node.js
- Serverless Framework
Six years running Spentra's AWS environment under PCI DSS
Riyex has run Spentra's full AWS environment for over six years (EC2, RDS, ElastiCache, Lambda, and API Gateway) with PCI DSS maintained continuously. Spentra's engineering team stays focused on Money Earned while we keep the platform underneath it patched, monitored, and on-call.
- AWS EC2
- AWS RDS
- Redis
- Ansible
Fractional Chief AI Officer for a mid-market insurance carrier
Stepped in as Halberd Mutual's fractional Chief AI Officer. Set company-wide AI strategy, governed AI/ML investments across the enterprise, and led execution on the high-impact initiatives the carrier could not afford to staff with a full-time hire.
Real-time TMS sync that gave 2,000+ customer locations live shipment visibility
Built a real-time bridge between Westport Foodservice's TMS and the 9 different systems its 2,000+ customer locations run. Customers now see live delivery status from the same screens they already use rather than from a separate portal or an end-of-day data dump.
- Kafka
- Python
- PostgreSQL
- Kubernetes
Data lake that consolidated 12 source systems into one operational view
Consolidated 12 source systems at Halberd Mutual into a unified data lake and built operational dashboards on top that surface claims, vendor, and adjuster patterns the carrier couldn't see when its data lived in silos.
- S3
- Glue
- Athena
- dbt
- Metabase
Agentic claims-payment automation layered on a legacy carrier system, 82% touchless
Built an agentic automation layer on top of Halberd Mutual's legacy claims-payment system. 82% of vendor bills process touchless, the rest route to a human payment specialist, and the original software still runs underneath.
- Claude
- Python
- LangGraph
- Playwright
Performance and competitor modeling platform for elite cycling
Built a race analytics platform for Stadia Cycling Federation that captures every rider in the peloton at 20ms resolution, simulates tactical scenarios, and tells directors when to send an attack and when to ride the pack.
- Python
- TypeScript
- React
- TimescaleDB