Regulated SaaS
AI Feature Delivery with RAG Infrastructure
Designed retrieval + evaluation approach, then shipped a production-ready AI capability.
Constraints: High accuracy requirements, sensitive internal documents
Case Studies
Outcomes that hold up in production.
Each story follows the same structure: context, constraints, problem, approach, results, and stack. No fluff — just how the work shipped.
Agriculture / Ranching
Ranch Management Platform for Better CX + Operating Efficiency
Consolidated ranch operations into a single system that improved CX while cutting day-to-day operational drag.
Constraints: Field connectivity, multi-role workflows, operational reporting needs
FinTech
FinTech Brokerage Automation: Funding, Allocation, Trading, Statements
Built the end-to-end brokerage workflow: KYC, funding, strategy allocation, automated trading, and statement generation — with a correctness-first architecture.
Constraints: Complex KYC, strict auditability, correctness under concurrency
Enterprise platforms
Enterprise Integration & Data Connectivity
Built secure connector patterns and modern auth flows that made cloud adoption feasible.
Constraints: Legacy systems, strict auth requirements, inconsistent APIs
FinTech / HealthTech
Compliance Hardening for Regulated Environments
Implemented crypto/security changes, audit trails, and operational readiness for regulated teams.
Constraints: Audit expectations, security controls, operational readiness