Full-stack engineer ·  

Business-critical platforms,
built end to end.

I design, build and operate production web platforms — architecture, backend, frontend, cloud infrastructure, load testing and compliance. Mostly for businesses where failure is expensive.

Get in touch

2,000concurrent users sustained, 0% errors
~2,900automated tests on a single product
3clouds run in production (AWS · GCP · Firebase)
15+Angular versions handled, v6 → v21

For companies · turn-key development

RiverDevStudio

When a project needs more hands, I work as RiverDevStudio: a network of trusted professionals designing and building platforms from zero for demanding clients — one accountable point of contact, engineering-grade quality, end-to-end delivery.

  • From spec to production Analysis, architecture, full stack, infrastructure, QA — nothing outsourced blindly.
  • A team sized to the project The right professionals for each build, coordinated under one name.
  • One point of contact You talk to the engineer who answers for the result.

01 Selected work

Client names withheld under confidentiality agreements. Every number is measured, not estimated — full write-ups behind each card.

  • POC → platform rewrite Multi-tenant risk management with an in-house AI engine — 20 ADRs, 44 releases, AWS on Terraform.
  • Enterprise frontend modernization Angular rewrite for a large industrial group, with a reusable re-brandable UI kit.
  • AI document webapp Upload, search and auto-classify company documents — built solo, delivered in half the estimate.
  • Offline AI legal assistant Local LLM + Whisper in an Electron desktop app. Zero cloud, by design.
  • Event microsite Bilingual RSVP site with a live admin dashboard — small, shipped, used by real guests.

02 How I work

Reliability is demonstrated

Signed test plans, published numbers, induced failures, single-variable experiments.

Infrastructure as code

Terraform on AWS and GCP; one-command releases with smoke tests and tags.

AI where it earns its place

Multi-provider agents with recovery semantics; local inference when privacy demands.

Compliance as a deliverable

GDPR flows, audit trails, encrypted secrets, fail-closed pipelines.

Documentation as an artifact

ADRs, runbooks and client-facing reports produced alongside the code.

Reuse that compounds

Internal scaffolds under several production backends — no project starts from zero.

03 Services

Platform development

NestJS / Laravel backends, Angular / Vue / React frontends, PostgreSQL / Redis, mobile with Ionic.

Cloud & DevOps

AWS and GCP architecture, Terraform, Docker, CI/CD, cost-conscious environments.

AI engineering

Production LLM integration: provider-agnostic routing, agents, streaming UX, local inference.

Load testing & reliability

k6 programs with formal plans, capacity mapping, failover drills, bottleneck isolation.

Legacy modernization

Documented rewrites with parity tracking and ADRs — the old system runs until the new one proves itself.

04 Stack

Frontend

  • Angular
  • Vue
  • React
  • Ionic / Capacitor

Backend

  • Node.js
  • TypeScript
  • NestJS
  • PHP / Laravel
  • Python

Data

  • PostgreSQL
  • PostGIS
  • MySQL
  • Redis
  • Firestore
  • BigQuery

Cloud & DevOps

  • AWS
  • Lambda / AppSync
  • GCP
  • Firebase
  • Terraform
  • Docker
  • GitHub Actions

AI

  • Claude / GPT / Gemini APIs
  • OpenRouter
  • Ollama
  • Whisper

Quality

  • Jest
  • Cypress
  • k6

05 Let's talk

Need a platform built, a system made reliable, or an honest assessment of an existing one? References and detailed case walk-throughs available on request.

emanuel@riverdevstudio.it