Engineer.
At the intersection of industry and software.

Background in manufacturing, operations and project management across several industries — now building the software and AI tools that connect physical operations to data and decisions.

See selected work Get in touch

Based inItaly

Worked across

Selected work

A few recent projects.

Industry × software

01/EnterpriseAdopted

Enterprise Governance

A modern PPM platform for industrial CAPEX portfolios.

A portfolio of 200+ CAPEX projects across 20 countries, each tracked in its own Excel sheet — no shared status, budgets reconciled by email. I built the group's PPM platform: phase-gate workflows, role-based approvals, audit trail and live budget dashboards. Now the standard tool for 200+ users.

Next.js 16TypeScriptPostgreSQLPrisma ORMRBAC & Audit TrailNextAuth

€60M+

Portfolio under management

200+

Active users

Countries

02/B2BAdopted

CPQ Engine

A configure-price-quote engine for engineered-to-order machinery.

Engineered-to-order machinery was quoted from fragile spreadsheets — every configuration change meant hours of manual pricing and error-prone copy-paste. I built a CPQ engine around a custom formula compiler: sales configure, prices compute live, quotes ship in minutes — and price-list updates propagate in 2 hours instead of days.

Custom Formula EngineRBAC SystemNext.jsTypeScriptTailwind CSSShadcn/ui

−80%

Time to quote

Days → 2h

Price-list propagation

70%+

Formula cache hit rate

03/B2B SaaSAcquired

ESG Lighthouse

An AI copilot for CSRD / ESRS sustainability reporting.

CSRD landed on thousands of European SMEs: 500+ ESRS datapoints and no sustainability team to answer them. I built an AI copilot — upload company documents, RAG maps them to the right disclosures with cited sources, the team validates instead of writing from scratch. Acquired eight months after the first commit.

OpenAI RAGNext.jsTypeScriptMongoDBMulti-tenant SaaSNextAuthRecharts

8 months

Idea to acquisition

−60%

Reporting time, pilots

500+

ESRS datapoints mapped

Personal ideas

04/B2C SaaSLive now

FinPM

A privacy-first finance hub for European households.

European households get finance apps built for US banks and single users. FinPM syncs 1,200+ EU banks through PSD2 open banking, categorises transactions with Claude — learning from every correction — and handles the 'yours, mine, ours' reality of family money. All data resident in the EU.

Claude AIGoCardless PSD2FastAPIPostgreSQL + pgvectorNext.js 16React NativeTypeScript

1,200+

Supported banks

90%

Manual categorisation removed

<5s

05/B2C SaaSLive now

LiraLang

An AI Italian tutor built for Rioplatense Spanish speakers.

Argentine Spanish speakers learn Italian through English-first apps that waste an 82% vocabulary overlap. LiraLang teaches across the bridge: a Claude-powered tutor that corrects in Rioplatense Spanish, drills your actual mistakes with spaced repetition, and speaks with native-quality TTS — from A1 to C1.

Claude AIElevenLabs TTSNext.js 16TypeScriptPostgreSQLPrisma ORMSpaced Repetition

82%

Vocabulary in common

Chapters

A1 → C1

Proficiency span

06/Self-hostedLive now

Household Energy Monitor

A live dashboard for household energy, straight from the meter.

A household energy monitor set up with several Shelly EM meters. Ingestion works over both HTTP polling and WebSocket push, every sample lands in PostgreSQL and is aggregated by minute, hour and day. Charts run on TradingView's Lightweight Charts: zoom, pan, measure any interval and read the kWh and its cost. Mobile-first, in daily use on my phone.

Shelly EMFastAPIPythonPostgreSQLRedisTradingView Charts

15s

Polling cadence

1m/1h/1d

Rollup pyramid

3 yrs

History backfilled

About

A short note.

facundo@portfolio: ~live · 00:00

facundo@portfolio:~$

facundo @ italy

────────────────────────────

# Mechanical engineer by training, working in software. Ten years inside industrial operations shaped the approach — CAPEX programmes, technical integrations, the messy reality of plants. Today it goes into production LLM systems: RAG with citations to source, AI products designed, built and operated solo.

# Based in Bergamo, Italy.

────────────────────────────

Passion.....Engineer, Builder

Experience..10+ years in industrial operations & software

Sectors.....Steel · Agro-industrial · Industrial Machinery · Building Materials · Additive Manufacturing

Companies...Etex · 3D Systems · Glencore (Renova) · Techint Group (Ternium)

Countries...10+ (AR · BE · IT · US · JP · SA · DE · NL · TR · FR)

Citizen.....Italian (EU) · Argentine

Geo.........Italia · remoto UE

Status......open

facundo@portfolio:~$

Stack

What I build with.

persists & integrates

Frontend

What the user touches.

Backend

Business logic, APIs, transport.

Database

State that has to outlive the request.

AI & LLMs

RAG, agents, structured output — in production, not demos.

Infrastructure

Where the code actually runs.

Industrial

The plant-floor systems software has to talk to.

Hover any element to see how it fits in production.Tap any element to see how it fits in production. Each tool here has been used on production work.

Contact

Get in touch.

Direct contact

Prefer a direct line? Use any channel below.

Treviolo (BG), Italy

Province of Bergamo, Lombardy

Engineer. At the intersection of industry and software.