Malvixia — digital lab
We build AI agents and ship them in production — last-mile operations, a private fleet assistant on live GPS, clinical notes. Then CRM, cameras, and native iOS / Android apps.
Java · Spring · Python · Django · RAG · Kotlin · React Native
Position
Not a chatbot demo. AI agents inside the product — shipped, used, kept up.
01 — What we sell
AI and automation first. Native apps, vehicles, and workshops when the work is physical.
01
Not a chatbot demo. Agents we have already shipped: inside Northline, a private fleet ops assistant on live GPS, and clinical documentation. They answer, retrieve, and write — in the app your team already opens.
02
CRM, email, WhatsApp, ERP, sheets. The repetitive work leaves the calendar. We wire it, we watch it, we own the failure modes.
03
Live location, dashcams, geofences — and the ops layer a garage or ITP station needs: bookings, vehicle file, WhatsApp reminders.
04
Native apps on the store, not a wrapped website. Kotlin on Android, React Native across iPhone and Android — driver apps, field ops, the thing people open every morning.
02 — Why us
01
10+ years as architect and tech lead — Java, Python, and the web stack
02
Healthcare, logistics, automotive, energy, IoT, and multi-tenant SaaS
03
Teams, architecture, and the 3am incident — still in the code
NATO SECRET clearance · ORNISS · valid through 2030
03Method
A short loop from the first call to something your team can click.
Step 01
The real constraint, not the wish list.
Step 02
A buildable slice, priced and dated.
Step 03
Code in production shape from day one.
Step 04
It stays up after the launch email.
Most briefs become a working slice in two weeks.
Start a project04—Vehicles
Live location, cameras, geofences — and the CRM a workshop actually uses: bookings, WhatsApp, vehicle history.
Device protocols
GT06, Teltonika, JT808
Live location
Fleet map, live refresh
Live car cam
HLS + alert clips
Geofence & stop-mode
Theft, immobilizer, alerts
Workshop CRM
Bookings, history, WhatsApp
ITP & service reminders
Expiry tracking, auto chase
05—Also shipped
Enterprise platforms, products in production, and automations that remove the busywork.
06 — FAQ
AI agents we have already shipped — inside Northline, a private fleet assistant on live GPS, and clinical documentation — plus WhatsApp / CRM automations, workshop CRMs, and native iOS / Android apps. We do not sell strategy decks.
A working slice you can click is usually two weeks from a clear brief. Full products take longer; we still ship weekly so you see the thing, not a status report.
You do. Repos, keys, and cloud stay in your account. We keep access to operate it if you want retain.
Yes. Docker, AWS, CI/CD, PostgreSQL, monitoring. Shipping without a way to keep it up is not a delivery.
Worked in Romania, Czechia, UK (London), USA (New York), UAE (Dubai), and Spain. English working language. Calls first; on-site when the hardware or the workshop needs it.
When the brief requires it, yes. Mihai holds a NATO SECRET clearance issued by ORNISS, valid through May 2030. We state the clearance, not the work. Most commercial projects do not need it.
Still unsure? mihai.udrea@malvixia.com
Next
Write Mihai. You get a clear yes, no, or not yet — and a date if it is a yes.
07 — Contact
Name the problem. You get a yes, a no, or a date — not a sales sequence.
mihai.udrea@malvixia.comRomania · Czechia · London · New York · Dubai · Spain
Offices: VOX Technology Park, Building B, Calea Torontalului 69, Timișoara, Romania · London, UK
English · usually replies same day