I architect and deliver production-grade AI-powered systems that turn cutting-edge models and agentic frameworks into measurable business value from day one.
What I bring to every engagement
End-to-end Azure ecosystem design — compute, data, identity, networking, and IaC with Terraform and ARM/Bicep. From greenfield builds to complex migrations at enterprise scale.
Production-grade agentic systems using Claude, Azure OpenAI, and open-source LLMs. RAG pipelines, vector search, multi-agent orchestration, and autonomous workflow design.
Modern web applications with Next.js, Blazor, .NET, Python/FastAPI, and React. From PWAs on Cloudflare Pages to enterprise portals with complex auth and real-time data.
CI/CD pipelines, Azure DevOps, GitHub Actions, infrastructure as code, and Windows services automation. Security hardening, compliance tooling, and observability systems.
Recent work from Recherche Solutions LLC
Full-stack PWA for driver license exam prep live at driverlicenseexams.us. Adaptive question selection via EMA mastery algorithm, multilingual content pipeline (4 languages) powered by Claude API, RAG-based handbook Q&A with pgvector, Stripe billing, and Supabase Auth.
End-to-end automated equity/options research system in Python + SQL Server. Multi-agent architecture separating data ingestion, signal scanners, strategy agents, and execution engine. DeepSeek LLM for news classification and market-regime analysis. Paper-trading simulation gated behind live-mode switch.
Maps 33k+ Azure and GitHub artifacts into an interactive graph. Multi-round tool-use agent (Claude/DeepSeek) answers natural-language architecture questions. Real-time SSE streaming, D3.js force-directed explorer, and an MCP server surfacing the graph inside Claude Code.
Replaced manual Excel quoting with AI-augmented BOM processing. Vector semantic search (ChromaDB) + Claude AI classification for ambiguous parts. Background harvester indexes 2M+ parts from DigiKey/Mouser APIs. Tiered review UI keeps humans in the loop before final quote generation.
B2B e-commerce platform for Mission Linen Supply serving restaurants, hotels, and facilities across 34 US markets. Built on .NET 10 / ASP.NET Core MVC with commercetools Composable Commerce API managing 6 regional catalogs. IP geolocation routes each visitor to their nearest distribution center, driving region-specific pricing and inventory. Algolia powers instant search with regional filtering; Storyblok CMS drives homepage, blog, and category content. Redis caching supports a multi-instance Azure App Service deployment behind Azure Front Door CDN and an Application Gateway WAF with Bot Manager.
Zero-human-intervention daily video production system. Multi-agent pipeline (Claude) for scripting, SEO, and social copy. FFmpeg for 1080p assembly. Cross-posts to 5 platforms. Closed-loop self-improvement engine that evaluates performance, generates code fixes, and deploys via isolated git branches.
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With 30+ years in enterprise technology — including 14 years as a Senior Consultant at Microsoft — I have consistently stayed ahead of the curve by mastering emerging technologies before they become mainstream.
My focus has decisively shifted toward AI as a force multiplier: architecting production-grade agentic systems, RAG pipelines, and autonomous workflows that generate measurable business value from day one. I hold an M.S. in Computer Science and a B.S. in Electrical Engineering from the University of Electronic Science & Technology of China.
Available for consulting engagements, architecture reviews, and AI strategy. I typically respond within one business day.