On Lounge since Oct 2026
Sam Desigan
Member #637DeveloperL2AI and Data consulting, Cubiczan
AI and Blockchain Builder
Achievements
Plugged In ×4Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 4 sources (GitHub, LinkedIn, X or a website) in Settings
Plugged In×4Featured
Shipper ×2Projects on your profile.How: Added 5 projects to their profile
Shipper×2
Founding MemberOne of the first 500 members.How: Joined Lounge in the founding cohort
Founding Member
Pinned projects
A 6-layer AI resilience system for CFO operations, built entirely on AWS-native services.
ai-agentsautomationfintech
python
AssayGate — guarded RWA escrow for critical-minerals offtake on Portaldot (ERC-721 assay certificates, CFO-capped agent escrow release, dispute freeze)
Self-improving agent system for production deployment — multi-agent pipeline with feedback flywheel
ai-agentsautomationmulti-agent
typescript
PitPulse Edge — Haul-Fleet Fault Triage (TechEx Amsterdam Hackathon; synthetic telemetry, edge ML scoring, Streamlit triage board)
Agentic patient-billing assistant: explains medical bills, sets up payment plans and escalates disputes over RCS, SMS, WhatsApp and email. Amazon Bedrock AgentCore + AWS End User Messaging + SES.
agentic-aiamazon-ses
awsbedrock-agentcoreend-user-messaging
awsbedrock-agentcoreend-user-messagingStack
About
Sam Desigan is an AI and data consultant in New York who runs Cubiczan, which builds governed AI systems for finance, capital allocation, compliance and auditability. He is also a Director in Technology Consulting at Tiger Analytics. Sam has published open-source projects on GitHub, including aegis-resilience, an AI resilience system for CFO operations on AWS, and assaygate, a guarded escrow for critical-minerals offtake.
