Lorenzo Guerrini
Static edition

Lorenzo Guerrini

Creative Technologist & AI Engineer

Exploring the intersection of computation, philosophy and artistic expression.

01About · Practice

From vision to experience.

I connect imagination and knowledge through creative technology — building intelligent systems and immersive worlds that make the invisible tangible, the abstract experiential, and the imagined real.

  1. VisionAn intuition of unity beyond appearances — the deeper connections that give meaning and coherence to reality.
  2. ScienceConnecting philosophy, scientific inquiry and wisdom across disciplines — giving structure and understanding to what is first perceived through intuition.
  3. TechnologyBridging knowledge and experience through software, AI and creative computation — translating vision into reality.
  4. ArtGiving tangible form to vision through interactive environments, generative art and immersive worlds — experiences to explore and inhabit.

01.2About · Path

  1. RootsPhilosophy — the foundation of a lifelong inquiry into knowledge, meaning and the nature of reality.Vita-Salute San Raffaele University · Milan
  2. 2020–2021Full-Stack Web Development BootcampSPICED Academy · Berlin
  3. 2021–PresentFreelance Full-Stack DeveloperWeb applications, digital experiences and client projects.
  4. 2025–2026Software & AI EngineeringTuring College · Full Scholarship
  5. 2025–PresentFreelance Software & AI EngineerIntelligent applications, agentic systems and creative digital experiences.

01.3About · Skills

  • Full-Stack DevelopmentHTML, CSS, JavaScript/TypeScript, React, Next.js, Vue.js, Node.js, Express, PostgreSQL, REST APIs, UI/UX, Git/GitHub and AWS.
  • Software & AI EngineeringPython, Prompt Engineering, LLMs, LangChain, LangGraph, AI agents, RAG, vector databases, long-term memory, evaluation, observability, orchestration and testing.
  • Creative ComputationCreative coding (Three.js/React Three Fiber, GLSL, GSAP, Tone.js, p5.js), generative systems, real-time graphics, audiovisual interaction and experimental web experiences.

On the arch, cut into the stone: γνῶθι σεαυτόν — “know thyself”.

Skip the passage

02Research

HoloVision

Across cultures and centuries, philosophy, symbolism, geometry, music and art have sought to express the relationship between Unity and multiplicity. HoloVision continues this inquiry through the creative possibilities of computation and artificial intelligence.

Transmodality

A single relationship can become geometry, rhythm, sound, movement or space — changing its form while preserving the meaning that connects these expressions.

Creative Purpose

HoloVision seeks to transform knowledge into experience — creating new forms of perception, interaction and participation through intelligent systems, generative art and immersive environments.

Ecosystem

One vision. Three dimensions.

HoloMind — Knowledge
Connecting and structuring knowledge across disciplines.
HoloGenesis — Engineering
Translating knowledge into generative systems and creative possibilities.
HOLOiVERSE — Experience
Transforming structures into interactive and immersive worlds.

02.1HoloMind · in development

HoloMind

HoloMind is a Knowledge & Meaning Engine for exploring relationships across source-grounded knowledge, mathematical structures and symbolic traditions without erasing their differences.

The Living Archive

Its canon keeps each citable claim connected to an exact passage and a human decision. Four Lenses offer different readings of the same record, while Indra’s nested pearls make every part an entrance into a larger whole.

02.2HoloGenesis · in development

HoloGenesis

HoloGenesis is the creative engine of HoloVision — a local AI-powered Studio that turns creative briefs into executable shaders, 3D scenes and living simulations.

The Transmodal Bridge

Its visible workflows move from intent through generation, checks and live preview, keeping each result inspectable, runnable and open to refinement.

02.3HOLOiVERSE · envisaged

HOLOiVERSE

HOLOiVERSE envisions an interconnected multiverse of living artistic worlds — where knowledge becomes experience, imagination becomes space, and each creation opens a new dimension of perception and possibility.

A Journey Through Worlds

Inspired by Indra's Net, each world reflects and connects to a larger whole — a universe of interwoven realities where every journey reveals new relationships, and every world becomes a gateway to another.

Seven explorations at the intersection of ancient knowledge and creative computation — where geometry, music, matter and light become new languages of artistic expression.

HoloVision does not represent the Mystery. It leads representation to the threshold where representation must fall away.

03Projects

Projects

From ideas to working systems — selected work in AI engineering, creative coding and full-stack development.

03.1Case study · completed capstone

Creative Coding Assistant

Selected for the Turing College Project Showcase

A creative workspace for artists and developers, turning ideas and references into inspectable browser experiences.

It validates each request, adds relevant saved context and official documentation, generates the code, then checks and previews the result in the browser for review and refinement.

Input
Text prompt · task and domain choices · up to four validated image references
Output
Inspectable source code · browser preview · saved workspace artifact
Workflow
Single Agent, Multi Agent or Auto selection over a bounded LangGraph process
Stack
Next.js · Python · LangGraph · Jinja · ChromaDB · SQLite · OpenAI · Playwright
State
Completed · local-first, single-user Creative Workstation

03.2In development

AI Engineering Harness

A system for coordinating software work delegated to AI coding agents, with independent checks, durable records and key decisions kept with a person.

Status
v2.5.0 · v2.6.0 in development · public repository.
Purpose
Coordinator governance and durable context for AI-delegated engineering.
Stack
Python 3.12+ · Python standard library · pytest · Git · HTML projections

03.3Case study · public demo

NousOS

A knowledge system that keeps every statement connected to its source, its history and its relationships, and lets you explore them as an interactive 2D or 3D graph.

Status
Public local demo with invented sample data · CLI, JSON-RPC and browser review page.
Stack
Python 3.11+ · TypeScript · React · Three.js · React Three Fiber · Sigma.js · Graphology

03.4Case study

AI Engineering Learning Assistant

A study companion for people learning AI engineering, including agents and systems that retrieve sources before answering.

Status
Local application · extensive regression suite.
Stack
Python · Streamlit · LangChain · LangGraph · OpenAI API · ChromaDB · Pydantic · LangSmith · RAGAS · pytest

03.5Full-stack base

The Developers Network

A social network for developers: profiles, image and post walls, comments and replies, search and connections, and live general or private chat with automatic code formatting.

Stack
React · Redux · MUI · Node.js · Express · PostgreSQL · Socket.IO · AWS S3 and SES

03.6Where the visual thread begins

Imageboard

A Tribute to Mimmo Jodice

A full-stack image gallery dedicated to the Italian metaphysical photographer Mimmo Jodice. Visitors can browse photographs, upload or remove images, open individual views, add or remove comments, and use layouts adapted for phones.

Stack
Vue.js · Node.js · Express · PostgreSQL · Multer · AWS S3

04Studies · an NLP study

WikiNews NLP Intelligence

A study of how software analyses news across more than 15,200 WikiNews records: which names it finds, how it groups articles by topic, and what summaries preserve or lose.

Compared
Two systems for finding people, places and organisations in 52 hand-checked English and Italian articles; two summarizers on 60 English articles; and two topic classifiers on 701 held-out articles.
Found
Exact-match scores from 0 to 1: they reached 0.559 and 0.795 in English. The two summarizers kept the same 29 of 60 key facts. The topic classifiers scored 0.883 and 0.888 when each topic counted equally.
Limits
The reference answers and summary judgements came from one person, the samples were small, and these numbers describe the documented tests rather than performance in general.
Stack
Python · pandas · spaCy · transformers · TextRank · BART · scikit-learn · MiniLM

04.2Studies · a deep learning study

MNIST MLP Experiments

A study of how a small neural network learns to recognise handwritten digits, and how training choices change its mistakes. It uses 42,000 labelled digits, a fixed data split and one controlled change at a time.

Explored
Of 648 possible combinations of settings, a step-by-step search trained 14, then compared the two finalists across three fixed random starts. The selected network — layers of 512, 256 and 128 units — recognised 97.8% of digits it had never seen (8,218 of 8,400).
Limits
This result describes one staged search and one dataset on Apple MPS hardware. Three random starts are a stability check, not a statistical test; the network treats each image as a list of pixels and does not use their spatial layout.
Stack
Python · PyTorch Lightning · PyTorch · scikit-learn · NumPy · pandas · Kaggle Digit Recognizer

Other projects

  • LangChain RAG Assistant

    A retrieval assistant with tools, evaluation and analytics.Stack: LangChain · Streamlit · Chroma · OpenAI

  • Interview Practice App

    A single-page practice app for software and AI engineering interviews.Stack: Streamlit · OpenAI · Pydantic

  • Interactive Learning Tool

    A terminal learning tool that generates study questions.Stack: Python · OpenAI API · Rich

  • Follow The White Rabbit

    A text adventure whose story changes with the player’s choices.Stack: Node.js · Readline · Chalk

  • Connect Four Game

    A browser version of the two-player four-in-a-row game.Stack: jQuery

  • Twitter Ticker Live Preview API

    A live ticker of tweets from selected news sources, with previews on hover.Stack: jQuery · AJAX · Node.js · Express

  • Spotify Search Live API

    Live search for artists, albums and playlists through Spotify’s API.Stack: jQuery

  • A.I. Singularity Petition

    A petition site about the possible advent of the A.I. singularity.Stack: Handlebars · jQuery · Node.js · Express · PostgreSQL

From philosophy, through code, to art.

05Contact

Open to collaborations, commissions and good questions.

Websites and applications, AI systems, and works where computation meets art.

© 2026 Lorenzo Guerrini