Mobile · Consumer
A dating app engineered for real conversations
Swipe-based matching, realtime chat and trust & safety — built to turn matches into conversations rather than dead ends.
- React Native
- Node.js
- PostgreSQL
- Redis
- WebSockets
Projects we deliver
Work we have shipped, and what it changed
Five products across consumer, public sector, healthcare and education — each one a case study in what we build and how we decide.
AI · Public sector
Natural-language reporting across a government data warehouse
Analysts ask a question in plain language; the system writes verified, read-only SQL against a governed warehouse and returns the answer with its workings.
- Python
- FastAPI
- Self-hosted LLM
AI · Customer support
A website assistant that answers only from your own content
A retrieval-grounded support assistant that cites its sources, knows when to escalate, and never invents an answer.
- Node.js
- LLM API
- pgvector
Web + Mobile · Platform
One modular ERP serving both schools and hospitals
A shared operational core — identity, roles, scheduling, billing, reporting — with vertical modules for academics and for clinical care, plus a mobile app for everyone outside the office.
- React
- Node.js
- PostgreSQL
Mobile · AI
An AI astrology app that explains the chart, not just the horoscope
A deterministic ephemeris engine computes the chart; the language model only narrates what was actually computed — personal readings that stay internally consistent.
- React Native
- Python
- Swiss Ephemeris
How we work
Different domains, the same discipline
A dating app and a government reporting system have little in common on the surface. What they share is how we approach them: name the metric that matters, ship the narrowest thing that moves it, and put guardrails where being wrong is expensive.
Outcome before architecture
Every project above started from a number the client needed to move, not a technology they wanted to adopt.
Guardrails where it counts
Read-only sandboxes, citation-backed answers, computed-not-generated facts. AI is scoped so a wrong answer cannot do damage.
Built to be handed over
Documented, tested and boring where boring is a virtue — so your team can own it after we leave.
Ready to build something people trust?
Book a free consultation. We'll map the highest-impact opportunity for your business — no obligation.