Systems built
0
across domains
AI systems · automation · quant
GennaroPancia.
I turn ideas and raw data into working AI systems — designed by me, built end to end with AI.
Available for select AI build projects — 2026
Scroll
Predictive modeling/
Monte Carlo simulation/
Machine learning/
Data engineering/
Quant dashboards/
AI automation/
Backtesting & validation/
01What I do
Most decisions run on gut. Mine run on models — statistical engines, Monte Carlo simulation and machine learning, trained on tens of thousands of real data points. I turn raw, messy data into systems that decide — for finance, markets and beyond.
02Selected work
Most of these are quant systems I built to push the engine. The same approach — model, simulate, automate — is what I bring to a workflow, a dataset or a market.
01 World Cup 2026 Model Tournament simulation · Monte Carlo + ML live ↗
02
Autonomous content engine
Multi-agent AI pipeline · research → publish
coming soon
03
Season forecast model
Machine learning · championship outcomes
coming soon
04
NBA player performance
Player points model · live data pipeline
coming soon
05
QG — systems hub
Orchestration platform · runs every project
internal tool
Operator
Gennaro
Pancia.
Pancia.
> ai & quant systems
> finance · data · markets
> building since 2023
> finance · data · markets
> building since 2023
Live & public
0
more in progress
Data points
0
engineered & trained
Built with
AI
end to end
03What I can build for you
I build with AI, end to end. The same approach behind my own systems can automate your workflow, structure your data, or turn a manual process into a product.
/01
AI automation & agents
LLM-powered systems that take the manual, repetitive work off your plate and run on their own.
/02
Custom tools & dashboards
Internal tools and dashboards that turn scattered data into something you can actually use.
/03
Predictive models
Statistical and ML models that forecast outcomes and support real decisions — calibrated, not guessed.
/04
Data systems
Pipelines that pull, clean and structure messy sources into reliable, queryable data.
/05
Simulation & analysis
Monte Carlo and scenario engines that price uncertainty and stress-test decisions before you make them.
/06
Idea → shipped
From a rough idea to a working product — fast, because I build with AI instead of around it.