
Foundational certification covering architecture best practices, cost optimization, high availability, and service selection across AWS compute, storage, networking, and security domains.
SAA-C03 certified · 6+ years shipping production AI systems and AWS architecture.
I design AWS architecture and build production AI systems, LLM integrations, and full-stack apps that don't page anyone at 3am.

I've been engineering software for six years, from solo freelance builds to leading delivery on multi-tenant SaaS. The throughline: AI systems and AWS architecture that hold up in production, not just in the demo.
I work across the full stack: LLM integrations, Retrieval-Augmented Generation pipelines, and distributed AWS serverless backends, with production experience in React, TypeScript, Next.js, Python, FastAPI, and LangChain.
Recent work includes Promptly (a Socratic AI product architect with 16 metered agents behind a four-gate cost guard), SBA Loans HQ (a four-portal SBA lending platform with $33M+ in loans processed), and Quanta (a natural-language-to-SQL BI tool spanning four LLM providers).
hover to explore
Socratic AI product architect: 16 agents propose, deterministic code decides — a four-gate cost guard, an acyclic dependency graph, and a living PRD from one spec store.
Four-portal SBA lending SaaS: blind deal marketplace, 10-stage enforced pipeline, AI document intake — $33M+ in loans processed.
Self-hosted AI BI: ask in plain English, a six-stage pipeline writes provably read-only SQL — even against databases behind SSH bastions.
Took dual ownership of engineering and product direction on a multi-tenant SBA lending platform. Shipped AI-powered document processing, financial audit automation, loan lead spam filtering, and approval prediction tools across the full loan lifecycle. Over $33 million in loans approved through the platform, with a substantial pipeline of active deals in progress.
Built a predictive lead intelligence platform for automotive dealerships. Analysed vehicle lifecycle and purchase history data to surface high-intent buyers before they enter the market, delivering ranked prospect lists with likelihood scores so dealerships can act ahead of demand.
Delivered a full-stack rebar procurement platform that replaced fragmented manual workflows with a unified digital system. Built a canvas-based interactive design tool for rebars, wire mesh, and pile cages with real-time visual feedback; automated quotation generation and print-ready fabrication ticket delivery; branded PDF and Excel exports with RTL/LTR language support; centralised order tracking with automatic weight and timeline calculations; and a side-by-side bid comparison tool for procurement decisions.
Ongoing freelance practice alongside the full-time roles above: 20+ end-to-end products delivered for global clients across healthcare, e-commerce, CAD tooling, and 3D visualization, on time and within scope.
The AWS certification backs how I approach architecture: cost, resilience, blast radius, and the right service for the job.

Foundational certification covering architecture best practices, cost optimization, high availability, and service selection across AWS compute, storage, networking, and security domains.
Available for senior individual contributor roles, AWS Solutions Architecture consulting, AI/LLM integration work, and 0→1 MVP builds. Remote-first across EMEA and US-East timezones. Inbox is fast.