About
I came into engineering through a slightly sideways door: years of remote creative production, lots of deadlines, lots of feedback loops, and plenty of repetitive work that made me think, "there has to be a better way to do this."
That eventually pulled me deeper into software. I started building tools for the boring-but-expensive parts of work: messy spreadsheets, document review, internal processes, dashboards, handoffs, and admin loops.
Now I build practical AI and automation systems for teams that want less manual work and more reliable workflows. The stack changes from project to project, but the goal is usually the same: make useful things that actually save people time.
Work Experience
Skills
Cloudflare Workers
Hono
Vite
RAG
LangGraph
LangChain
Claude API
Gemini API
Vector Search
n8nCheck out my latest work
I've worked on a variety of projects, from simple websites/automations to complex agent-powered web applications. Here are a few of my favorites.
RepoBrief turns a public GitHub repository's issue activity into a fast, read-only product triage workspace. It imports recent issues, classifies them into actionable buckets, clusters related work, and generates a source-grounded briefing so maintainers can see what needs attention without combing through the tracker.
Built a custom webshop that turns a producer's beat catalog into a polished self-serve music storefront for artists looking to preview, license, and download instrumentals. It combines searchable beat discovery, tiered licensing, free-beat lead capture, secure checkout, and instant digital delivery so buyers can move from inspiration to purchase without back-and-forth.
AutoCAD Sync Addon
This internal addon turns AutoCAD block data into a controlled two-way sync workflow with business records via API (SmartSheet), so teams can push drawing data out, pull authoritative data back in, and validate changes before applying them. It uses a config-driven routing model, reversible sheet updates, and audited sync sessions to make large drawing sets maintainable. Turns hours of manual work into 1 click.
Sort {IT} Out is an AI-native agency that turns messy business workflows into a clear path toward simpler, faster operations. It helps businesses identify repeated admin work, map operational bottlenecks, and replace manual processes with practical automation and AI systems that save time without adding complexity.
Selected outcomes
A few measurable results from recent full-stack AI, automation, and internal platform work.
Legal Research Acceleration
Internal research assistant
Reduced average legal research time by approximately 70% and improved decision turnaround by approximately 40% through citation-based RAG, document retrieval, confidence handling, and source-grounded answers.
Operations Workflow Automation
Energy supplier operations
Reduced manual spreadsheet preparation by up to 80% by moving operational reporting, document intake, client data, audit trails, and alerts into structured, repeatable workflows.
Routine Work Reduction
Business process automation
Built Python, n8n, LangGraph, C#, Node.js, and React tools that cut 30 minutes to 2 hours of routine manual work per affected employee depending on workflow complexity.