Apps & Pipelines

Tools that actually work
for the people using them

I build custom apps, AI-powered pipelines, and production tools - drawing on a decade of experience automating real workflows as a technical artist and pipeline developer.

Python AI Agents Pipeline Automation Web Apps 3D Interactive Claude API Maya Tools Data Pipelines

Built by someone who has lived inside production pipelines

Before I wrote a single line of AI agent code, I spent years as a technical artist - sitting with 3D teams, watching where productions broke down, and building the tools that fixed it. Maya scripts, Python automation, batch renderers, asset managers. Real pipelines, real friction, real constraints.

That background shapes how I build apps today. I don't start with the technology - I start with the bottleneck. Where is the team losing time? What breaks every week? What would a well-designed tool change for the people doing the actual work?

Now that background is paired with AI. I build agentic workflows using the Claude API, LangChain, and custom Python - systems that don't just automate tasks but reason about them. The result is tools that are faster, smarter, and built to last.

What I Build

Six types of apps and tools

Each one grounded in the same principle - understand the workflow first, then build exactly what solves it.

01
Production Pipeline Tools
Custom scripts and tools built directly into your 3D or game production environment. From Maya MEL/Python utilities to automated asset export, batch rendering, and naming convention enforcement - tools that make your team faster without changing how they work.
Python Maya API MEL Batch Processing Asset Management
02
AI Agents & Agentic Workflows
AI systems that don't just answer questions - they take actions. I build agents using the Claude API and Python that can research, write, classify, route, and report autonomously. Designed for business workflows where consistency and scale matter more than novelty.
Claude API LangChain Python RAG Prompt Engineering
03
Interactive Web Apps & 3D Experiences
Bespoke web applications that go beyond standard websites. Real-time 3D product configurators, WebGL shader experiences, data dashboards, and interactive tools built with vanilla JS, Three.js, and Python backends. This website is an example of the craft level I bring.
Three.js WebGL HTML/CSS/JS FastAPI Supabase
04
AI-Powered Internal Tools
Custom chatbots, document processors, and knowledge bases built for your team - not the public. Staff assistants that know your products, SOPs, and data. Systems that answer in seconds what currently requires an email chain or a search through five folders.
Claude API Vector Search RAG Pipelines Document Processing Embeddings
05
Data Pipelines & Automation
Python-powered pipelines that collect, clean, transform, and deliver data without manual intervention. Web scrapers, competitive intelligence tools, automated reporting, and Shopify/e-commerce automation. If your team does it by hand every week, it can probably be automated.
Python Web Scraping Pandas Shopify API Scheduled Jobs
06
MVPs & Custom SaaS Tools
Have an idea that needs to become a working product? I build focused MVPs - scoped tightly, built to validate quickly. Whether it's an AI-enhanced content tool, a niche workflow app, or a client-facing dashboard, I take it from brief to deployed without scope creep.
MVP Scoping Rapid Build Python Backend Auth & Deploy Iteration

How It Works

From brief to working tool

A straightforward process built around understanding your workflow before writing a single line of code.

01
Workflow Audit
We talk through what your team actually does - where time is lost, what breaks repeatedly, and what "fixed" looks like. I ask questions most developers don't think to ask.
02
Scope & Spec
I write a clear spec: what the tool does, what it doesn't do, what tech stack it uses, and what delivery looks like. No scope creep, no surprises.
03
Build & Test
Built iteratively with regular check-ins. You see progress early - not just a finished product that doesn't match what you imagined.
04
Deploy & Hand Off
Deployed to your environment with documentation. If you need ongoing support or iteration, I offer retainer arrangements that keep the tool growing with your needs.

Tech Stack

Tools I work with

AI & Agents
  • Claude API (Anthropic)
  • OpenAI API
  • LangChain / LangGraph
  • Prompt Engineering
  • RAG & Vector DBs
  • Embeddings
Languages & Backends
  • Python (primary)
  • FastAPI / Flask
  • JavaScript / TypeScript
  • HTML & CSS
  • Bash / Shell
  • SQL
3D & Interactive
  • Maya Python API
  • MEL Scripting
  • Three.js
  • WebGL / GLSL
  • Unreal Engine
  • Godot GDScript
Data & Infrastructure
  • Pandas / NumPy
  • Supabase / Firebase
  • Shopify API
  • Web Scraping (BeautifulSoup, Playwright)
  • Tableau
  • Scheduled Pipelines

Results

What clients say about the work

"

Gustav used AI and custom Python scripts to automate a process that used to take our team days. The results were spot on and it just works.

★★★★★
M
Mattias
🇸🇪 Freelance · Automation
★★★★★
"Gustav fixed and renamed 3,400 products on our Shopify store and replaced all the product images. Everything looks exactly how it should now."
Dennis Voss
Dennis Voss
🇩🇪 E-Commerce Lead
★★★★★
"Gustav helped us build a pipeline in Maya that saved us months of manual work."
Lisa Strand
Lisa Strand
🇸🇪 3D Supervisor · Malmö
Let's Build Something

Tell me what your
team does by hand

We'll figure out whether it should stay that way - or whether the right tool changes everything. No jargon, no overselling. Just a conversation about the actual problem.

Start a Conversation See My Work
See also Technical Art Pipeline · Python Automation · AI Pipeline Development · Technical Artist for Game Studios · Unreal Engine Technical Artist · Business Workflow Automation · AI Stock Market Predictions