You will get Internal RAG System Setup
Project details
You get a practical internal RAG system built around your company documents, SOPs, reports, manuals, or support content. I help structure the data, set up retrieval logic, connect the model layer, and shape the system so your team can search and use internal knowledge more easily. This is built for real internal use, not a demo. The goal is better answers, cleaner retrieval, and less time wasted digging through files.
AI Development Type
Knowledge RepresentationWhat's included $1,500
These options are included with the project scope.
$1,500
- Delivery Time 14 days
Frequently asked questions
7 reviews
(5)
(2)
(0)
(0)
(0)
This project doesn't have any reviews.
LD
Luke D.
Jun 10, 2026
Snr B2B Ecommerce Engineer – Vendure / Medusa, Large Catalog, Multi-Region
Tim's a really strong developer. He's implemented some seriously advanced AI within our Vendure framework that's letting us scale our store internationally way faster. His development experience and expertise in technical SEO saved us a ton of time and led to some great decisions along the way in our large catalogue store build-out. Would definitely hire him again.
EM
Elise M.
Apr 29, 2020
Developer with experience with React, Typescript and GraphQL required for new features
Tim is a very good React developer, he understood our requirements and was able to make some great suggestions on our product. Fast delivery and would hire again!
CS
Claire S.
Jun 20, 2017
Help Setting up Shopify Site
Would love to keep working with Tim, if he becomes available again.
AK
Andoni K.
Apr 13, 2017
Confectionery Website, Online Store in Shopify and amazon later
Tim jumped straight onto it and helped me identify what I needed from our first discussion. Highly recommended.
JT
Jiayu T.
Mar 14, 2017
Need help to Justify Should i choose a personal e commerce site over a third party eCommerce such as ebay.
Ensure the concept of what i wanted before commencing the job. Someone who posses technical knowledge about e-commerce. good effort.
About Tim
Senior AI Engineer | MVPs, Azure & Node.js
Oak Park, Australia - 2:00 pm local time
Most clients come to me with a clear idea but a stalled build: a half-finished product, an AI feature that never made it past the demo, a commerce platform that won't scale, or an SEO migration they're scared to break. I turn that into something shipped, clean, and maintainable.
What I build:
1. Custom MVPs — From idea or Figma to a working, deployed app real users can use. Scoped tight and built to ship fast, without becoming a mess you have to rebuild later.
2. Vendure & B2B Commerce — Headless commerce builds, custom plugins, and migrations on Vendure for B2B catalogs, pricing, and workflows that off-the-shelf platforms can't handle.
3. SEO Migrations — Replatform or rebuild without losing rankings. Redirects, URL structure, metadata, Core Web Vitals, and technical SEO handled properly the first time.
4. Analytics Dashboards — Custom dashboards that pull your data into one place so your team stops exporting spreadsheets and starts making decisions.
5. AI Features — RAG, document automation, OCR, and internal AI tools built into your product where they actually add value — not bolted-on hype.
6. API Integrations & Automation — Connect your stack with REST APIs, webhooks, n8n, Make, Zapier, Stripe, Twilio, and more.
How I work:
I'm the senior technical hand you bring in to get it built right. Tight scope, clear communication, and code your next developer won't curse. I'd rather ship something solid and useful than over-engineer a flashy demo.
Tech I work with:
Frontend: React, Next.js, SvelteKit, TypeScript
Backend: Node.js, NestJS, REST APIs, PostgreSQL, Supabase
Commerce: Vendure (headless B2B/B2C)
AI: Claude API, OpenAI API, LangChain, pgvector, RAG, Azure Document Intelligence, Amazon Textract
Deployment: Vercel, Railway, Azure
Automation: n8n, Make, Zapier, ETL pipelines
Good fit if you need:
- An MVP built and shipped, not just prototyped
- A Vendure or B2B commerce build or migration done right
- An SEO-safe replatform or rebuild
- Custom dashboards your team will actually use
- AI features added to a real product
- A senior dev who scopes tight and communicates clearly
If that sounds like what you need, send me a message with where your project is at — happy to help.
Steps for completing your project
After purchasing the project, send requirements so Tim can start the project.
Delivery time starts when Tim receives requirements from you.
Tim works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Document Audit
Review your existing documents, storage structure, and content to understand what we are working with, how it is currently organised, and what the retrieval goals are.
Data Structuring & Ingestion Pipeline
Clean, chunk, and structure your documents into a format ready for vector storage. Build the ingestion pipeline that pulls documents into the system reliably.