About

A boutique that built a product instead of a practice.

Marnello LLC is a quantitative research firm based in Los Angeles County, California. The thesis is simple: a small firm with a low fixed cost base can profitably produce institutional-grade quantitative evidence for the professional buyers priced out of enterprise research platforms.

Manager

Jingchang Song

Manager · Commercial strategy, client relationships, product approval

M.A. Statistics, Columbia University. B.S. Applied Mathematics and Statistics, UCLA. Prior quantitative research and strategy roles in index applications, systematic strategies, and equity trading, including ARMA-GARCH volatility modeling, Kalman-filter hedging, and cointegration-based pair research. Founder and principal of a direct-to-consumer business since 2018.

Research

Research function

Financial Quantitative Analyst · Factor construction, validation, data infrastructure

The research function is staffed from financial engineering, quantitative finance, and statistics programmes. The role requires formal training in econometrics and statistical inference: Fama-MacBeth validation, out-of-sample discipline, and point-in-time data integrity are not skills acquired on the job. All models are approved by the Manager before release. Staff biography will be published at commercial launch.

Product boundaries

The line is crossed at recommendation, not at measurement.

What Marnello does

Measures and describes the characteristics of a portfolio, a factor, or a manager's return series.

"Your portfolio has a momentum loading of 0.34."

What Marnello does not do

Opine on the value or advisability of securities, or on what any investor ought to hold.

"You should reduce your momentum exposure."

BoundaryStructural implementation
No recommendationsNo deliverable contains ratings, price targets, position recommendations, or an opinion on advisability
No suitability opinionNo product accepts risk tolerance, objectives, time horizon, or financial circumstances as an input. Holdings are a data set to be measured, never a profile to be advised on
No discretionNo client assets held, no trading authority for any person. API access is read-only
No solicitationNo marketing material references specific securities as opportunities
No performance-based feesAll revenue is fixed subscription, fixed file fee, fixed licence fee, or fixed project fee
No holding outAll materials describe a quantitative research firm; standard disclosure on every deliverable
Company
  • Jul 2026Marnello LLC organized in California; single-Manager structure adopted
  • Sep 2026Business bank account opened; research programme and factor library scoped
  • Q4 2026Research staff onboarded; point-in-time data infrastructure and factor library v1; validation protocol; founding-customer pricing conversations
  • Q1 2027Commercial launch: Substantiation File, Core, Professional
  • 2027Professional data feeds, Enterprise API, first custom model engagements
How we work
  • Week 1 Contracting, provisioning, a 45-minute methodology orientation
  • Day 30 Usage check: which sections were used, in what conversation
  • Quarterly Briefing on library changes (Professional and above)
  • Month 10 Renewal conversation
Contact

Founding-customer conversations

We are holding structured 30-minute conversations with advisers and family offices ahead of launch to confirm deliverable formats and pricing. Participants receive the inaugural Quantitative Note and priority access to the paid pilot.

Schedule a 30-minute conversation   [email protected]

Marnello LLC · Los Angeles County, California · (626) 321-3468