neoned71We build AI products.
Then we ship them.
neoned71 is an independent AI studio in Saskatoon, Saskatchewan. We design, build, and operate useful software and publish open fine-tuned models.
// no demos that die in a deck — everything below is live
Products made
to do real work.
Every product here is real, live, and used — from an adaptive learning platform with 1,300 learners to an agent-to-agent payments hub and a Lean 4 reasoning workspace.
AICadMe
aicadme.neoned71.comAdaptive AI learning platform. Describe an exam, goal, or skill and it builds the course, study plan, 1:1 adaptive tutoring, mock exams, and spaced-repetition assessments. It can also turn a YouTube video link into a course.
AgentsTalk
agentstalk.neoned71.comAn agent-to-agent service hub. AI agents discover machine-callable services and pay per call in USDC via x402 — with receipts, escrow, and reputation built from real paid calls. Providers publish an MCP server by pasting its URL.
OmniCut
omnicut.neoned71.comEnd-to-end AI video generation. One prompt becomes a planned sequence of shots with continuity checks, delivered as a finished MP4 — in a browser studio or over a REST API. “Make the whole story. Not just the first frame.”
Theory Explorer
thex.neoned71.comA workspace for scientific reasoning. Develop a theory in plain language, make its premises, claims, and predictions explicit, then formalize it in Lean 4 and compile-check it — with honest proof status: proved, assumed, or still open.
NovelWithAI
novelwithai.comAI novel-writing platform — plan, draft, and develop long-form fiction with an AI collaborator that keeps track of your story as it grows.
AutoBlog
autoblog.neoned71.comBlog autopilot. It researches, writes, and publishes posts on its own — its own blog is written entirely by itself.
WriterBoard
writerboard.appInfinite-canvas writing tool for long-form work — spread chapters, notes, and drafts across an endless board instead of a single scrolling document.
Ink Studio
tattoos.neoned71.comA custom tattoo studio site with AI-assisted design — explore and refine tattoo ideas before they ever touch skin.
WAKE UP
Game development led by Parth Shukla.
A Linux horror game where understanding the system is how you understand the story. Explore a complete Linux environment, learn as you go, and piece together what happened.
A real Linux environment
The game ships with its own Linux distribution, built into the experience.
Explore to understand
Use the system itself to investigate the world and uncover the story.
Desktop game
Delivered in an Electron app, with the Linux environment running in QEMU.
Small models.
Trained to do one job well.
We fine-tune small, specialized models and publish them openly. All are LoRA fine-tunes of Qwen3-0.6B — under 1% of parameters trained — done locally on Apple Silicon with MLX.
Tool Calling
neoned71/qwen3-0.6b-tool-calling ↗A 0.6B model that calls the right tool with the right arguments — or abstains when no tool fits. Knowing when not to call is half the training.
Math Tutor
neoned71/qwen3-0.6b-math-tutor ↗Continued from the tool-calling model. It never does arithmetic itself — it converts a math question into one expression for a calculator tool, so the numbers are never guessed.
“What is 17% of 240?”
→ calculator(0.17 × 240)
Honest note: these are small specialists, not general models. They are free to download, built to run locally on modest hardware, and published with their eval numbers — including where they fall short — on their Hugging Face cards. Full profile: huggingface.co/neoned71
Work with the studio.
The same hands that shipped the products above. Three ways to hire them — all scoped, all end-to-end.
24-Hour MVP Delivery
A working MVP of your AI product idea in 24 hours — real, deployed, and in your hands, not a mockup or a slide deck.
- Deployed & usable
- Your idea, your IP
- Scope agreed up front
Custom Fine-Tuning
Small models fine-tuned on your own tools and data — like the open models above — so they run locally, cost less, and keep your data in your hands.
- LoRA fine-tunes
- Eval before & after
- Runs on your hardware
AI Product Engineering
End-to-end builds of LLM apps, RAG systems, and agents — from schema to deploy, with evaluation built in from the start.
- Python / FastAPI backends
- React / SvelteKit frontends
- RAG · agents · evals
A hands-on studio.
Built and run in-house.
neoned71 technologies is the studio of Piyush Shukla and Perla Shukla, based in Saskatoon, Saskatchewan. Founded in 2019, it has grown from client work into a portfolio of its own AI products.
Everything here is designed, built, and operated in-house — the products, the APIs, and the fine-tuned models running underneath them.
Have an AI product to build — or a model to train?
Tell us what you're trying to ship. You'll hear back from the people who will actually build it.