Quantitative research & technology · Paris

Disciplined research.Industrial technology.24 / 7 markets.

From raw data to production signals. We build quantitative research, signal-generation infrastructure and monitoring tools for digital-asset strategies run within regulated asset-management frameworks.

2019Established
Signals& tooling
24 / 7Monitoring
100+Liquid tokens

01 Who We Are

DFI Labs is a Paris-based quantitative research and technology company established in 2019. Our edge is built on deep research: proprietary factor models, machine-learning signal extraction, and rigorous statistical validation across hundreds of liquid instruments.

We combine that research with in-house signal-generation infrastructure and monitoring technology. Regulated portfolio management, where applicable, is carried out within an authorised asset-management framework. DFI Labs does not provide regulated portfolio management, investment advice, custody or crypto-asset services directly to investors.

Active Signals 86

02 Our Edge

01

Alpha-Discovery Expertise

25 + years of systematic research turning raw digital asset data into repeatable trading edge.

02

Research Engine

Factor & ML models validated on our proprietary back-test grid.

03

24 / 7 Execution

Low-latency smart router that prioritises maker liquidity and streams real-time risk metrics.

04

Risk & Governance

Institutional-grade governance; proactive exchange-exit playbook (FTX 2022).


03 Strategy Suite

01 Directional

Vision

Selective long exposure with dynamic hedging powered by factor & sentiment regimes.

02 Market-Neutral

Descartes

Cross-sectional long-short harvesting dispersion across 100 + liquid tokens.

03 Delta-Neutral

SmartArb

Cross-venue price dispersion capture across deeply liquid spot pairs for low-volatility yield.


04 Leadership

Leo René, Quant Researcher at DFI Labs

Leo René

Quant Researcher

Data & ML-focused; Researcher at Qube.
ENSAE & École Polytechnique.

Olivier Chevillon, Founder and CIO at DFI Labs

Olivier Chevillon

Founder & CIO

20 + years managing quantitative strategies for tier-1 hedge funds. MBA INSEAD, MSc ENSAE.

Louis Benassy, Partner at DFI Labs

Louis Benassy

Partner

Digital-asset specialist; co-founded Chainvest (2017). MSc/BSc Finance, Cass Business School & National University of Singapore.

Julien Boudier, Advisor at DFI Labs

Julien Boudier

Advisor

Ex-Morgan Stanley, Head of Hybrid & Light Exotics. Fund structuring & institutional distribution. ENSAE Paris.

Hadrien Darmon, Partner at DFI Labs

Hadrien Darmon

Partner

Principal PM at Method Investments. CentraleSupélec & Paris-Assas.

Flavien Gelineau, Advisor at DFI Labs

Flavien Gelineau

Advisor

Data-science & ML expert (top 1 % Kaggle).
Ex-Google; ENSTA ParisTech.


05 Get in Touch

Discuss research and technology collaboration.

Get in touch to discuss our quantitative research, signal infrastructure and monitoring tools, and how they support digital-asset strategies run within regulated frameworks.

Information only, not an offer, solicitation, or investment advice. DFI Labs does not provide regulated portfolio management, custody or crypto-asset services directly to investors.

Contact

hello@dfi-labs.com

Office

14 Avenue du Général-de-Gaulle
94160 Saint-Mandé, France