Andrea de Candia

Product Engineer

Scroll

Experience

Founding Product Engineer

Advection Software

2023 — Present
  • Direct concurrent AI agents across custom remote gateways to ship features in parallel.
  • Wrap AI agents in headless execution harnesses to autonomously build and verify code.
  • Architect portable, node-based knowledge networks for decentralized agent context.
  • Deliver and maintain numerous products from concept to release on iOS, Android, and web.

Software Engineer

Mesa Cloud, Inc.

2022 — 2023
  • Architected Python/Pandas/FastAPI ETL microservices processing millions of student records across school districts.
  • Led migration of legacy monolithic SQL engine to parallel distributed microservices on AWS Elastic Beanstalk.
  • Engineered production-parity end-to-end testing with automated PII anonymization.

Staff Software Engineer

Intellisense.io

2020 — 2022
  • Authored custom 3D voxel-to-column translation math library and event-driven microservices bridging industrial telemetry with predictive AI.
  • Led technical roadmaps and managed containerized artifact delivery (Docker/K8s).

Full Stack Engineer

Giesecke + Devrient

2018 — 2020
  • Engineered MWC vehicle HMI biometric Android app with hardware serial bridging for secure mobility.
  • Developed high-volume Java/Spring microservices for telecom messaging and automated testing engines.

Junior Software Developer

AIA (Aplicaciones En Informática Avanzada)

2018 — 2018
  • Architected containerized services for predictive model orchestration.
  • Designed reusable data visualization components using D3 and Plotly.

Knowledge Tree

DIGITAL GARDEN & ARCHITECTURAL BLUEPRINTS

Inside the Engineering Brain

A public 31-node technical library documenting every system trade-off, algorithmic breakthrough, failure post-mortem, and full-lifecycle pipeline in production.

🛠️

Tools & Harnesses

7 Blueprints

Autonomous agent loops, deterministic media pipelines, and zero-quota store deployers.

📐

Architecture & Systems

5 Blueprints

Full-lifecycle CI/CD, real-time agent-UI streaming protocols, and local-first foundations.

📦

Shipped Products

8 Blueprints

Production web apps, mobile apps, and game engines delivering zero-to-one experiences.

🧪

Functional Prototypes

4 Blueprints

Rapid zero-to-one systems validating novel mechanics, AI workflows, and social cooperation.

Skills

Autonomous AI & Protocols

Multi-Agent OrchestrationGemini Live (WebSockets)AG-UI ProtocolSSE StreamingMCPDiscord Chat-Ops

Game & Simulation Engines

Godot 4C#Headless Linux XvfbPlaywright AutomationFFmpeg Media Harnessesp5.js

Local-First & Mobile

KotlinJetpack ComposeRoom SQLiteFlutter (WASM)CapacitorAndroid System Hooks

Backend & Cloud Systems

Node.js / FastifyPython / FastAPITypeScriptDrizzle ORMPostgreSQL / pgvectorDockerAWS / GCP

Pipelines & Tooling

Full-Lifecycle PipelinesZero-Quota Store Deployment (asc.mjs, play.mjs)Self-Hosted CI RunnersThe Brain (Git Garden)

Contact

Let's build something extraordinary together.