We build and maintain web products that stay stable under growth: platforms, dashboards, APIs, and AI features with clear guard rails.
Web app, backend, maintenance
Stabilizing a lending platform while shipping new features
Rebuilt the borrower and admin portals to remove brittle legacy code while keeping production online.
Implemented monitoring, alerts, and rate limits so incidents could be detected and contained quickly.
Automated repayment workflows and reporting, cutting manual ops and support load.
They stabilized the platform, shipped new workflows, and made every decision easy to understand.
Backend, AI features, platform modernization
Modernizing a regulated data platform with AI workflows
Re-architected a data ingestion pipeline with audit trails, rate limits, and consistent error handling.
Added AI-assisted search and summarization with logging, evaluations, and cost controls.
Improved deployment reliability with CI/CD, environment parity, and rollout playbooks.
They treated AI as production software: guard rails, observability, and a clear plan for change.
Product engineering, backend, AI guard rails
Launching a privacy-safe onboarding for a niche matchmaking app
Reworked onboarding to capture preferences with transparent consent and auditable data flows.
Implemented rate limits, logging, and alerts around sign-up to protect reliability during growth spikes.
Shipped experiments weekly without regressions by tightening CI, monitoring, and rollout practices.
They gave us a secure, measurable onboarding that scaled cleanly through our biggest launch.
They modernized our stack, added observability, and shipped new automation without outages. It felt like working with an in-house team.
If you need a reliable web app, backend, or AI feature with clear ownership, we will map scope, risks, and a path to launch.