FM.dev

Engineer & Founder

Hi, I'm Federico.I build things that work.

Physics background, engineering practice. I deploy AI agents in production, design data pipelines, and ship software that solves real problems.

von Kármán Vortex Street (Three.js/TSX)
Federico Marini

About me

I studied physics — modeling systems, running simulations, learning to reason from first principles. Now I apply that to engineering. At Wonderful AI I deploy production AI agents for enterprise clients, building the middleware between LLM systems and real business operations. On the side, I founded IncognitoAI, a privacy layer for generative AI. I care about software that actually works in production, not just in demos.

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Years of Experience
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Projects Completed
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Research Papers

Skills

Languages

PythonC#SQLTypeScript

Frameworks

FastAPI.NET CoreNext.jsReact

Data & AI

PandasNumPyScikit-LearnFAISSHuggingFace

Infrastructure

DockerVercelPostgreSQLPostGISRedisAWS

Tools

VSCodeDBeaverGitHub ActionsPower BIQGIS

Projects

IncognitoAI

IncognitoAI

A secure proxy for LLMs that anonymizes and re-injects sensitive data using custom regex NER before inference. Privacy by architecture — no sensitive tokens ever leave the company perimeter.

AIFastAPIDockerRedisFAISSBackend

Real Estate Valuator

Internal Deloitte tool for automated property appraisal, combining OMI comparables, cadastral GIS data, and statistical regressions (monoparametric + power law). Predictive analytics meets territorial intelligence.

AIC#.NETSQL ServerGISBackend

Experience

  1. Forward Deployed Engineer, Wonderful AI

    Design and deploy production AI agents (voice and chat) for enterprise clients. Build backend middleware and REST APIs integrating LLM systems with client databases and external services. Contribute to model pipelines, benchmarking and evaluation frameworks.

  2. Data Scientist, Deloitte Business Solutions

    Built an automated real-estate valuation engine, managing backend logic, pricing algorithms, and ETL pipelines for geo-spatial data. Developed Python + PostgreSQL pipelines integrating enterprise data from 30+ plants worldwide to power live C-level dashboards.

  3. Founder, IncognitoAI

    Built a proxy system that anonymizes PII in GenAI prompts using open-source models. Led product vision and early sales. Won July Demo Day, secured €18k public grant.

  4. Researcher, CINECA (ISCRA Class B)

    Engineered high-performance computing workflows and ran large-scale simulations in polymer physics. Optimized data pipelines using the Leonardo HPC framework.

    View publication

Get in touch

Have a question, a project idea, or just want to connect? Drop me a message.