What we've shipped.
Two production builds. Public results. Client names are withheld by default - references available on request during the scoping call.
Two systems in production.
Different stacks, same outcome: a manual process replaced by a pipeline that runs without human input.
"Publishing products across Shopify, Meta, and Pinterest was a copy-paste job eating 8-12 hours a week."
Problem
Each platform needed different image specs and different copy formats. Tokens expired constantly. When the person doing it stepped away, the posts stopped. 8-12 hours of manual work, every single week.
Solution
Python automation bots connecting the Shopify product catalog directly to the Meta Graph API and Pinterest API. Error handling on every call - a failed token or rate limit gets retried, not dropped. Webhook-driven so new products auto-queue. Deployed on DigitalOcean with a PostgreSQL retry queue.
Stack
Timeline: 6 weeks
posts/month, unattended
reclaimed per week
E-commerce brand, name withheld at client request. Reference available on request.
"Building with 50+ rooms needed indoor wayfinding - no off-the-shelf tool matched the layout complexity."
Problem
Students needed room-to-room navigation inside a building with irregular geometry. Off-the-shelf tools either couldn't handle the layout or required a developer every time a room name changed. The admin team needed self-service map updates.
Solution
Custom React + MapLibre GL JS web app with room-to-room path routing, custom tile rendering for the building floor plan, and a CMS so facility managers can update room names and attributes without touching code. Delivered under an ongoing hourly contract. App is live and used daily.
Stack
Timeline: Ongoing - 8+ months
engineering hours logged
ongoing contract
EdTech startup, name withheld. Reference available on request.
Fixed price. Guaranteed.
Every build is scoped and priced before we write a line of code. The Working Pipeline Guarantee means the pipeline runs end to end as scoped, or we keep working at no additional cost.
Client names are withheld by default. References available on request during the scoping call.
See the full guaranteeFixed price
One number, agreed before work starts. No hourly meter, no scope creep invoices.
Working Pipeline Guarantee
The pipeline passes written acceptance criteria or the final milestone is waived.
Production-grade error handling
Retry logic, token refresh, and failure alerting on every API call - not bolted on after.
You own everything
Code, credentials, documentation. No lock-in. Take it and run it yourself if you prefer.
Your build could be next.
The Pipeline Audit maps your current workflow, projects your real API costs, and produces an integration blueprint against your actual tools. You keep all three documents either way.
Book a Pipeline AuditFixed price. Working Pipeline Guarantee on every build. References available on request.