Insyra
Enterprise AI Platform
Enterprise NLP-to-SQL platform. Semantic layer with pgvector, dual LLM/rule-based planning, JWT auth, MCP servers, and VPC deployment.
PythonFastAPIpgvectorRedisMCP
Senior Manager, AI & Data Platforms
14+ years building intelligent systems — from LLM-powered NLP-to-SQL engines and AI governance platforms to multi-tenant SaaS, mobile apps, and open-source frameworks.
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Years Experience
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Side Projects
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Revenue Growth
About
I'm an AI and Data Platform leader at Morningstar, driving AI, data engineering, and analytics for EMEA/APAC Wealth Advisory. I architect LLM-powered systems, build production NLP-to-SQL engines, and lead platform transformations that deliver measurable business impact.
Outside work, I obsessively build — from enterprise SaaS in Rust to mobile apps with React Native, open-source .NET frameworks, and AI-powered tools. Every project is a chance to push into a new domain.
NLP-to-SQL, document intelligence, AI agents, prompt engineering, and MCP servers in production.
150+ valuation feeds, cloud-native ETL, Apache Superset analytics, and 50% OLTP cost reduction.
React, Vue, React Native, FastAPI, .NET, and Rust — I build across the entire stack.
Cross-region team leadership, 20x revenue growth, and AI initiative alignment with business outcomes.
Projects
Personal and side projects — each one exploring a different domain, language, or architecture.
Enterprise AI Platform
Enterprise NLP-to-SQL platform. Semantic layer with pgvector, dual LLM/rule-based planning, JWT auth, MCP servers, and VPC deployment.
Stavion Labs — Multi-tenant SaaS
Multi-tenant SaaS in Rust. PostgreSQL RLS, Keycloak auth, Kong Gateway, Redpanda events, Temporal workflows.
Mobile App
Premium relationship app. Curated dates, memories timeline. React Native + Expo, AWS CDK, DynamoDB.
Job Tracker
Full-stack job management. Track applications, interviews, offers. FastAPI + React TypeScript.
Marketplace
Supper club marketplace. Home chefs meet diners. React, Express, Prisma, Supabase.
NuGet Package
.NET request dispatching framework. CQRS-style command/query separation. Published on NuGet.
NuGet Package
High-performance .NET object mapper. ~1.5x baseline speed. Minimal allocations, compile-time optimized.
Automation
PDS monitoring + fee extraction. Playwright scraping, S3, PostgreSQL for financial aggregation.
Experience
AI Engineering Governance
LLM-driven governance platform. 70% automation, 40% cycle time reduction.
Production NLP-to-SQL Engine
FastAPI + Azure OpenAI, materialized views, dual LLM/rule planning, RLS, semantic layer.
Analytics Transformation
$45K to $1M revenue (20x). Superset on ECS Fargate, .NET 10 + Vue 3, Auth0 SSO, Airflow ETL.
VS Code Extension
AI-powered PR documentation, code reviews, and Jira validation.
Cloud-Native Infrastructure
150+ valuation feeds, 50% OLTP cost reduction, Apache Superset dashboards.
Skills
Contact
Interested in AI platforms, data engineering, or just want to geek out about Rust? Reach out.