Put your ideas into practice

Giorgio Giudice

You bring the ideas. I turn them into working systems.

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About

Hi, I’m Giorgio.

BS in Computer Science from Purdue University. I build AI-powered systems that businesses run on.

I automate the work nobody should do by hand, connect the tools that refuse to talk to each other, and put AI where it earns its place. From Palermo, with the sea in view and an espresso within reach.

2
CountriesItaly and the United States
20+Projects
24/7Remote

Palermo → Worldwide

Services

What I Do

AI Integration

LLMs, agents and voice AI inside the workflows you already have.

Process Automation

From first lead to automated invoice, without copy and paste.

Business Software

Web apps, dashboards and internal tools built for daily use.

System Architecture

Data, APIs and infrastructure that stay calm under load.

Data & Forecasting

Real-time data platforms and calibrated statistical models.

Technical Advisory

MVPs, technical guidance and an expert opinion before the big decisions.

Solutions built for daily use. Systems people understand.

Automation

On Autopilot

From the first click to the automated invoice, nothing waits for someone to copy and paste it.

The pipeline

  1. Capture

    Leads from every channel, in one place, within seconds.

    • Social media
    • Website forms
    • Google Search & Maps
    • Mailing lists
    • Paid ads
    • Marketplaces
    • Messaging & live chat
    • Phone & SMS
    • Events & QR codes

  2. Qualify

    Data scored, deduplicated and synced to your CRM.

    • Data validation
    • Lead scoring
    • Deduplication
    • CRM sync
    • Nurture sequences
    • Automatic follow-ups

  3. Sell

    Channels that keep selling after closing time.

    • E-commerce
    • Sales funnels
    • Online booking
    • Marketplace listings
    • Quotes & proposals
    • Upsell emails

  4. Get paid

    Payments that collect, remind and reconcile on their own.

    • Card payments
    • Digital wallets
    • Subscriptions
    • Invoicing
    • Payment links
    • Webhooks & reconciliation

  5. Report

    Numbers and alerts that arrive before you think to ask.

    • Scheduled reports
    • HTML email digests
    • Real-time alerts
    • Live dashboards
    • Document generation

Flagship buildCreator

ClairDesk

A business desk that picks up the phone.

An AI operations copilot for the trades. Leads, calls, texts, email, calendars and jobs share one workspace and one timeline per customer. Automated wherever it can be, supervised wherever it matters.

  • Voice AI
  • Telephony
  • Omnichannel inbox
  • Decision engine
  • Human approval
Visit clairdesk.ai (opens in a new tab)

Not publicly available yet. Demos on request.

  • AI phone callsAutomated AI calls and live conversations over Telnyx, Twilio and other providers.
  • A voice at the deskStaff speak and Claire, the assistant, drives the interface. Interrupt her and she yields.
  • Follow-ups that write themselvesA decision engine opens the right ticket with context, and closes it when the follow-up happens.
  • One next action per leadEvery active lead has exactly one queued text, email or call. Nothing slips, nothing doubles.
  • Consent, enforced in codeEach AI channel has its own switch, off by default. An opt-out on one channel binds them all.

Also builtCreator

Let’s Knock

A sales coach that talks back.

Door-to-door sales training on your phone. Rehearse the pitch out loud with an AI voice playing the customer, handle real objections, then get a scorecard on goals, cadence and communication quality. A full sales coach on your device.

  • Voice AI
  • Roleplay
  • Speech analysis
  • Scoring
  • Sales coaching
Visit letsknock.ai (opens in a new tab)
  • Voice roleplayAn AI customer with its own personality answers naturally, in real time, and pushes back like a real prospect.
  • Objection handling100+ scenarios tuned to your level, plus a drill mode to rehearse one phase of the pitch at a time.
  • A scorecard after every attemptGoals reached, cadence, communication quality, and concrete coaching on what to fix next.
  • Progress you can seeA roadmap across 38 core skills shows what is solid and what needs another round.

If a task repeats, it can be automated. If it matters, a human still signs off.

Tech Stack

Tools & AI

Everything listed here runs in production. Nothing is here because it looked good on a slide.

Languages

  • Python
  • TypeScript
  • JavaScript
  • SQL
  • PHP
  • Bash
  • HTML/CSS

AI & Agents

  • LLM integration
  • Multi-agent systems
  • Coding agents
  • MCP servers
  • RAG & vector search
  • Structured outputs
  • Streaming AI interfaces
  • AI cost metering

Voice & Conversational AI

  • AI phone calls
  • Telnyx
  • Twilio
  • Voice assistants
  • Speech-to-text
  • Text-to-speech
  • Neural voices
  • Call-center & PBX bots
  • Call transcripts & scoring

Automation & Integrations

  • Lead pipelines
  • CRM & ERP integration
  • Payment gateways
  • Webhooks
  • Email & drive APIs
  • Repository automation
  • Schedulers & cron
  • PDF generation

Data & Real-time Systems

  • PostgreSQL
  • Redis
  • SQLite
  • JSONB
  • pg_trgm
  • Advisory locks
  • SKIP LOCKED job queues
  • Real-time ingestion
  • Circuit breakers

Statistics & Forecasting

  • Predictive analytics
  • Poisson & Dixon-Coles
  • Negative binomial
  • Bootstrap CIs
  • Platt calibration
  • Walk-forward validation
  • Holm correction
  • Power analysis
  • NumPy & SciPy

Backend & APIs

  • Python
  • Flask
  • FastAPI
  • Node.js
  • Express
  • PHP
  • REST APIs
  • WebSockets
  • Server-Sent Events

Frontend, 3D & WebGL

  • React
  • TypeScript
  • Vite
  • Preact
  • Three.js
  • WebGL & GLSL
  • GSAP
  • Device motion
  • Hand-built SVG charts

DevOps, Cloud & Security

  • Linux
  • nginx
  • CDN & edge
  • Auto-renewing TLS
  • Supervisor & systemd
  • AppArmor sandboxing
  • fail2ban & UFW
  • Argon2id
  • TOTP 2FA
  • Content Security Policy

Quality & Tooling

  • pytest
  • Vitest
  • Playwright
  • Headless QA
  • Test-gated deploys
  • One-command rollback
  • Git
  • In-app monitoring
  • Runbooks

Selected engineering

Real-time analytics & forecasting engine

Seven weeks, 400 commits, 2,000+ tests: live data in, calibrated probabilities out.

High-frequency multi-source data ingestion, a PostgreSQL job queue with no broker, Dixon-Coles goal models with Platt calibration, and a deterministic research lab that re-tests every model each night.

  • 400 commits in 7 weeks
  • 2,000+ automated tests
  • 7 guard-railed AI agents
  • 10.1M combinations searched in 245 s on 1 vCPU

Agents that talk to agents

A self-built MCP server lets browser-side and server-side AI agents trade tasks, files and screenshots.

Real-time multiplayer party games

Phones join by QR code, and cross-device clock sync makes every screen say go at the same instant.

lumiclue.com

This website

A GPU particle system that follows your phone’s tilt, in four languages.

All four run on one small server: 1 vCPU, 2 GB of RAM. Efficiency is a habit.

Clean code. Maintainable systems.

Experience

The Short Version

The long version lives on LinkedIn. This is what matters.

  1. Now

    Creator, ClairDesk

    An AI operations copilot for the trades, with automated AI calls and conversations.

    clairdesk.ai (opens in a new tab)
  2. Now

    Creator, Let’s Knock

    AI sales coaching: rehearse with an AI voice playing the customer, then get scored.

    letsknock.ai (opens in a new tab)
  3. Ongoing

    Software developer & AI consultant

    20+ projects for clients in Italy and the USA: AI integration, automation, custom software and architecture.

  4. Education

    BS in Computer Science

    Purdue University. Algorithms first; frameworks come and go.

  5. Since 2014

    Volunteer technical support

    Websites, migrations, newsletters and the occasional malware exorcism for a non-profit community. For cultural associations I’ve organised events with custom ticket generation, automated sign-ups and mailing lists, plus tax-deadline scheduling and automated reminders. Unpaid, unhurried, still going.

Languages

  • ItalianNative
  • EnglishFull professional
  • SpanishProfessional
Full CV on LinkedIn (opens in a new tab) Code on GitHub (opens in a new tab)

Method

How I Work

  1. Discovery

    You bring the problem. I ask the awkward questions.

  2. Analysis

    The workflow as it really runs, not as the org chart says.

  3. Design

    Architecture sized to the problem. No cathedral for a kiosk.

  4. Delivery

    Shipped, tested, documented and supported.

Short loops, clear timelines.

15+Industries
24/7Support
100%Remote
Global

Music

Life in Rhythm

Performer

Multiple bands across genres.

Vocals & Instruments

Voice, guitar, bass.

Eastern Music

Sitar and didgeridoo.

  • Jazz
  • Blues
  • Rock
  • Yogananda

“Freddie Mercury set a high bar. I still sing anyway.”

When the terminal closes, the amp turns on.

After Hours

Not Strictly Business

I take the work seriously. That’s precisely why the rest doesn’t have to be.

Satire

CalcioMale.com

Le partite sono vere. Il resto è satira.

A satirical daily on Italian football. The scores are real; everything else is satire.

In Italian. Built in about three days. The jokes took longer.

Read CalcioMale (opens in a new tab)

Game

Lablix

A 3D survival game for your phone. Tilt to keep a box alive on a platform floating in space while a very unimpressed lady throws stilettos and insults. The physics is real. So is the attitude.

70+ voiced taunts. Phone only. No install. No mercy.

Play Lablix
QR code for giorgiogiudice.com/lablix

Scan to play on your phonegiorgiogiudice.com/lablix

Party games

LumiClue

Your phones become a party game console. Scan a QR code, join the room and play together: no app, no account. First up is Abstracta, an art-card bluffing game for 2–6 players.

Every phone in the room stays in sync, in real time.

Play LumiClue (opens in a new tab)

Small things, taken seriously

  • An espresso at the right temperature.
  • A riff that lands on the first take.
  • The sea in Palermo before the city wakes up.
  • A test suite that goes green on the first run.
  • A bug found fast, especially my own.

Philosophy

Technology should feel natural.

Software should reduce stress.

AI should support people.

We should not take life too seriously.

I build systems meant to last.

Connect

Let’s Connect

Tell me what is slowing you down. I will tell you honestly whether I can fix it.

Straight to my inboxUsed only to reply to you.

Elsewhere

@MusicZenMan (opens in a new tab) LinkedIn (opens in a new tab) GitHub (opens in a new tab)

FAQ

Fair Questions

What services does Giorgio Giudice offer?

Giorgio Giudice offers software development and AI consulting services including: AI integration and automation, AI agents and AI voice agents for phone calls, end-to-end business automation (lead capture from every channel, CRM sync, selling channels and payment integrations), custom software development, ERP system integration, web and mobile application development, API development and integration, real-time data platforms and predictive analytics, cloud architecture and DevOps, database design and optimization, legacy system modernization, MVP development, technical consulting, and CTO advisory services. All services are available remotely worldwide.

Does Giorgio Giudice work remotely?

Yes, Giorgio Giudice works 100% remotely and serves clients worldwide. Based in Palermo, Sicily, Italy, he has delivered more than 20 projects for clients in Italy and the United States. Remote collaboration includes video meetings, async communication, and flexible timezone scheduling.

What programming languages and technologies does Giorgio Giudice use?

Giorgio Giudice works with Python (Flask, FastAPI), JavaScript and TypeScript (Node.js, Express, React, Vue.js, Vite), PHP, SQL and NoSQL databases (PostgreSQL, Redis, SQLite), Three.js and WebGL, REST APIs, WebSockets and GraphQL, Linux and nginx, CDN and edge networks, the major cloud platforms, Docker, Kubernetes, Git, and AI tooling including coding agents, the Model Context Protocol (MCP), retrieval-augmented generation with vector search, TensorFlow, PyTorch and LangChain.

What languages does Giorgio Giudice speak?

Giorgio Giudice speaks Italian (native), English and Spanish, enabling effective communication with international clients and diverse teams.

What is Giorgio Giudice’s educational background?

Giorgio Giudice holds a Bachelor of Science (BS) degree in Computer Science from Purdue University, a top-ranked university in the United States known for its engineering and technology programs.

Can Giorgio Giudice help with AI integration for my business?

Yes, AI integration is one of Giorgio’s core specialties. He helps businesses implement AI-powered solutions including chatbots and AI voice agents that place and answer phone calls, multi-agent systems, workflow automation, predictive analytics, natural language processing, computer vision, recommendation systems, and custom AI applications built on today’s leading language models.

Can Giorgio Giudice automate lead generation, sales and payments?

Yes. Giorgio builds end-to-end automation: lead capture from social media, website forms, Google Search and Maps, mailing lists, ads and marketplaces; validation, scoring, deduplication and CRM sync; selling channels such as e-commerce, sales funnels and online booking; and payment integrations for card payments, subscriptions and invoicing.

What is ClairDesk?

ClairDesk is an AI operations copilot for the trades, created by Giorgio Giudice. It brings leads, calls, texts, email, calendars and jobs into one workspace, runs automated AI phone calls and conversations over telephony providers such as Telnyx and Twilio, and keeps a human in control of everything that reaches a customer. More at clairdesk.ai.

What is Let’s Knock?

Let’s Knock is an AI sales training platform for door-to-door sellers, created by Giorgio Giudice. Sellers rehearse their pitch by voice with an AI that plays the customer and raises objections, then get a scorecard on goals, cadence and communication quality, with coaching on what to improve. More at letsknock.ai.

Does Giorgio Giudice offer ongoing support and maintenance?

Yes, Giorgio offers ongoing support, maintenance, and retainer services for long-term partnerships. This includes bug fixes, feature enhancements, performance optimization, security updates, and 24/7 emergency support options.

What industries does Giorgio Giudice serve?

Giorgio has experience across multiple industries including: FinTech, HealthTech, EdTech, E-commerce, Real Estate (PropTech), Manufacturing, Logistics, Hospitality, Legal Tech, Marketing Tech, HR Tech, and more. He works with startups, SMBs, and large enterprises.

What are Giorgio Giudice’s side projects?

CalcioMale.com, a satirical daily on Italian football; Lablix, a 3D tilt-controlled survival game for phones; and LumiClue, real-time party games where your phones are the controllers.