Description

I help banks, trading desks, crypto exchanges, and fintech innovators solve complex financial challenges using quantitative finance, AI, and crypto strategies. With experience as a Quant PM at Binance, Derivatives Analyst at Euronext, and Product Manager at BlackRock, I design and implement derivatives pricing frameworks, LLM-driven insights systems, and crypto-native tools. I take on high-impact projects—from prototyping to deployable solutions—optimizing trading strategies, tokenomics, and data-driven decision-making. My work combines deep technical expertise with actionable results for sophisticated financial clients.

Languages

English
Native or bilingual
Italian
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

Sigma Startegy,
Founder
July 2025 - Today (11 months)
After years of building quant tools, pricing models, and AI-powered infrastructure inside some of the world's most complex financial institutions and exchanges, I've launched Sigma Strategy — a consultancy and product studio focused on delivering modern solutions at the intersection of quant finance, AI, and crypto.
At Sigma Strategy, I work with banks, trading desks, crypto exchanges, and fintech innovators to help them:
• Build and scale quantitative frameworks for derivatives pricing, volatility modeling, and hedging
• Design and integrate LLM-driven systems (chatbots, insights engines, signal generators)
• Create crypto-native tools and robust tokenomics models tailored for emerging regulation
• Translate complex infrastructure into deployable, modular SaaS or internal systems I take on high-impact, deeply technical projects — from prototyping to productization — and collaborate with partners who want strategic, execution-ready solutions across AI, trading, and crypto markets.
artificial intelligence Crypto Project Management Tokenomics Derivatives
Quant PM
Binance
September 2022 - June 2025 (2 years and 9 months)
• Engineered AI (LLM) trading products (Market Insights).
• Developed quantitative frameworks to ensure rigorous adherence to Derivatives EU regulation.
• Crafted Option Selling Logic using statistical models to optimize liquidity profiles.
• Designed an Option Order Price Limits system (Fat Finger Protection) with data-driven thresholds.
• Constructed a Volatility Skew Analytic System employing SVI models to enhance pricing accuracy.
Finance sector Derivatives
Euronext,
Derivatives Pricing PM
July 2021 - August 2022 (1 year and 1 month)
• Monitoring of all the Derivatives Products traded on Euronext (Paris, Amsterdam, Brussels, Dublin, Lisbon, Milan) spanning from Equity Options and Futures to Index Derivatives and Commodities traded on the MATIF segment
• Coded multiple automation tools to streamline and improve the monitoring efficiency
• Developed the new Derivatives Pricing software (coding the volatility fitting system and pricing system) applying my Machine Learning (Vol Fitting) and Derivatives (Option Pricing) knowledge
• Daily settlement of the derivatives products ensuring a their correct pricing and communication to the clearing house
• Maintenance of the the correct derivatives pricing throughout the trading day
Skills Used: Python, VBA, Machine Learning, PowerBI, Derivatives Pricing, Infront