Work
Systems we have built and run for clients, from aircraft on the tarmac to thousands of people hitting one platform at once.
Swipe up for case studies
Work
Systems we have built and run for clients, from aircraft on the tarmac to a thousand people hitting one platform at once.
- 01
AviationCloud & AI
Health monitoring platform for aircraft
Challenge
A startup that monitors aircraft health for operators was drowning its engineers in raw fault data. Reading, triaging, and acting on it by hand took hours per incident.
What we built
Their cloud platform and data pipelines, with LLMs integrated into the monitoring workflows so fault data reaches engineers already processed and triaged. We built the platform and operate it today.
Outcome
Incident response dropped from hours to minutes. The platform runs at high reliability, and engineers spend their time on judgment calls, not on raw data.
- Kubernetes
- NATS
- LLM Integration
- CI/CD
- 02
WearablesHardware Integration
Sensor data collection for wearable devices
Challenge
High-frequency sensor streams had to be pulled from wearable hardware that spoke a bespoke in-house protocol. Changing the firmware was off the table.
What we built
A cross-platform collection layer that talks to the devices over WebUSB. We worked out the protocol from partial docs and device behavior, and delivered streams ready for analysis.
Outcome
Sensor data flows from device to dataset with a browser tab as the only install. The hardware and its firmware stayed untouched.
- WebUSB
- TypeScript
- Reverse Engineering
- Data Pipelines
- 03
EventsFull-Stack
Event hosting and management platform
Challenge
Running an event means ticketing, schedules, and attendee coordination in one place, and then surviving the day itself, when all the traffic arrives at once.
What we built
A full-stack platform for hosting and managing events end to end, type-safe from database to UI, on infrastructure that absorbs the event-day spike and scales back down after.
Outcome
Over 1,000 people used the platform on event day without an outage, and the infrastructure scaled back down once the event ended.
- TypeScript
- React
- PostgreSQL
- Serverless
- 04
StartupsApplied AI
Funding-match engine for a startup community
Challenge
A startup community wanted its member startups to find the right funding instruments without every founder digging through the same databases and calls alone.
What we built
We guided the community's AI adoption and managed the development of an application that matches each member startup with funding options suited to its stage and field.
Outcome
Finding the right funding became easier: founders get a shortlist in one sitting instead of days of digging, in an application the community's own team can operate and maintain without us.
- LLM Integration
- Recommendations
- Full-Stack
- 05
ResearchSecurity & IAM
Lab digitalization for a university
Challenge
A university lab ran on disconnected tools that did not talk to each other. It needed a coherent digital layer built from the ground up, with access control strict enough for a shared research space.
What we built
The lab's digital layer as one system: on-premise Linux infrastructure, automated CI/CD, containerized full-stack applications, IoT monitoring, and an IAM framework built on SAML SSO, OAuth2, and RBAC.
Outcome
The lab ships software like a modern engineering team and controls exactly who reaches what, with a single login across its services.
- Linux
- CI/CD
- SAML SSO
- OAuth2
- RBAC