OWSH Unlimited // Contract studio

Data and AI products,
built to ship and earn.

OWSH Unlimited builds the systems underneath a product: APIs, AI tooling, and the data that makes them work. Production-grade from day one, owned by you, and built by the same hands that designed it.

Start a project→See the work
What OWSH does

Three things, one discipline: data and AI that ships.

Most contractors stop at a working demo. OWSH ships the version with tests, billing, and monitoring already wired in, because that is the version a company can actually run.

Data & APIs

The data layer a product actually runs on.

Production REST APIs with live billing and SDKs, the pipelines that feed them, and the modeling and research that turn raw data into something a team can act on.

  • REST APIs, SDKs, and webhooks
  • Stripe billing, metering, and customer portals
  • Data pipelines and ETL
  • Predictive modeling and research studies

AI & agents

AI that does the work, not the demo.

MCP servers that AI agents actually use in production, agent tooling with auth and credit accounting, and LLM features wired into real products and shipped.

  • MCP server design and distribution
  • Agent tool ergonomics and auth
  • LLM features inside live products
  • Credit metering that holds up

Products & growth

The whole thing, shipped.

Full-stack Next.js products with checkout, auth, and a CMS wired in, plus the instrumentation and integrations behind growth. From a D2C storefront to a live SaaS.

  • Next.js and React product builds
  • Stripe checkout and subscriptions
  • Analytics, search data, and instrumentation
  • Integrations (Zapier, third-party APIs)
Selected work

Live and earning, not slideware.

OWSH builds and runs its own products, and architected Strelva, the platform behind a growing roster of local-business sites.

Strelva screenshot
AI website + local-presence platform2026

Strelva

A multi-tenant platform that builds a local business's website and runs everything around it: Google Business, reviews, content, and AI-search visibility. Architected end to end, including the visibility loop that measures, diagnoses, fixes, and proves presence, an operator agent that reads the whole business and proposes actions, and guided onboarding that provisions real infrastructure per client.

  • Multi-tenant platform, 1,600+ tests green
  • The visibility loop: measure, diagnose, fix, prove
  • Operator agent plus onboarding that provisions live infra
Next.jsSupabaseClerkStripeCloudflareVercel
Visit strelva.com

NoPunt

NFL predictive analytics platform

2026

A predictive analytics platform for NFL outcomes. A three-model logistic ensemble hits 68.6% accuracy across six seasons, and the headline strategy modeled +41.6% ROI. Twenty-eight routes, seventeen tables, nine scheduled workflows.

  • 68.6% model accuracy, 2020 to 2025
  • +41.6% modeled ROI over six seasons
  • 365 tests, zero placeholder pages at launch
Next.jsSupabasePythonVercel
nopunt.com↗

PuckCast

NHL model + production site

2026

An NHL betting model and the production site that serves it. Built the data pipeline, the model at 60.9% accuracy, and a 99-page site with 1,745 tests green across Python and Vitest.

  • 60.9% production model accuracy
  • 1,745 tests passing across Python and Vitest
  • Fully automated daily and weekly data refresh
Next.jsPythonSupabaseStripe
puckcast.ai↗

CollegeClassReviews

Course-review platform at scale

2026

A course-review platform covering 320 universities. 1.18 million ratings normalized across institutions in Postgres, 49,000 AI-synthesized course summaries, and dynamically generated pages that grew to 15,000 users through organic search.

  • 1.18M ratings across 320 universities, 124K courses
  • 49K AI-generated course summaries
  • 15K+ users via SEO-driven organic acquisition
Next.jsPostgreSQLOpenAIVercel
collegeclassreviews.com↗

SnakeFinder

Programmatic-SEO field guide at scale

2026

A data-grounded field guide to the snakes of the world: search any country, US county, or Canadian division for a verified list of what lives there, with the venomous ones flagged. Roughly 30,000 pages generated from structured data, plus a three-level zoomable heatmap built on d3-geo.

  • ~30K pages across 234 countries, 3,231 species, 3,441 counties
  • 1,200 visitors and 7,500 pageviews in the first month
  • County long-tail ranking top-3 within week one of launch
Next.jsSQLited3-geoVercel
snakefinder.com↗
See all work, clients, and tools

Who is behind it

OWSH Unlimited is run by Noah Owsiany out of Buffalo, NY. He came up through data and modeling before shipping product, which means the analysis and the engineering come from the same place. Hire OWSH and he is who does the work, no handoffs to juniors.

More about OWSH

Have something that needs building right?

Tell OWSH what you are trying to ship. If it is a fit, you get exactly how we would approach it and what it would cost.

Start a project

Or just have questions? hello@owshunlimited.com