Quantitative
Research
Advisor.
Harmonai is a proprietary research firm for institutional partners. We do not offer services to the general public.
About Us
Built on
Quantitative
Intelligence.
Sustainable edge in modern markets belongs to those who build better systems.
Harmonai is built by a small team of quantitative researchers and experienced engineers with backgrounds in high-frequency trading, complex derivatives risk modeling, and scaling distributed computing systems.
Our approach is grounded in rigorous quantitative analysis, with data at the core of every decision.
That discipline extends across the entire trading process. Every signal is generated through predictive models developed from our research in artificial intelligence and quantitative methods.
We build systems designed to continuously identify and capture opportunities across open markets and changing market conditions. Precision and speed are built into our systems rather than left to our judgment.
This gives us a dynamic, research-driven edge that is designed to evolve with the markets and compound over time.
We build for where markets are going: as cryptographically secured transactions gain global adoption, open trading volume and on-chain governance participation expand across both centralized and decentralized markets.
Beyond our strategies for alpha capture, we advise select partners on artificial intelligence, cryptographic-network innovation, and long-term technology strategy.
The Team
Built by innovators.
Classically trained quant strategist and bare-metal engineer for 20+ years. Pioneered machine learning in risk management and HFT on custom hardware with nanosecond-latency execution. Managed risk across $10T in MBS portfolios in 2008 crisis recovery. Former advisor to the Federal Reserve, U.S. Department of Energy and Council on Competitiveness.
20+ year institutional trading veteran. Previously COO & Managing Director at HTG Capital Partners, Chicago and Singapore. Ran risk and operations for a 50-person prop firm across derivatives, Treasuries, and energy. Generated millions in trading revenue with automated strategies.
20+ years in cloud, API, and developer-platform architecture. Solutions and sales-engineering roles at Heroku/Salesforce, Apiary/Oracle, and WSO2. Drove enterprise sales cycles generating millions in annual contract value.
10+ years building foundational teams, 7 of them in Web3. Former COO & Head of People at Quasar Labs and Head of DAO Operations & Governance at Odos. Previously Cofounder & COO of Elementus, which she grew from 3 founders to 25 while co-leading $16M across pre-seed, seed, and Series A.
Operating Principles
How we think
about edge.
Fear is not a motive.Innovation is.
Advantages built on capital, access, or technology rarely last; what sets us apart today is commoditized tomorrow. So we don't defend an edge — we build the next one, driving active innovation across research, technology, and how we operate, lead, and grow.
Hope is not a strategy.Adaptation is.
A fixed view of an asset's fundamentals is a liability; narratives can shift or obscure those conditions faster than any thesis can hold. As regimes change we don't wait to be right — our quantitative models give a dynamic, objective read and adapt to whatever regime we're in.
Conviction is not a signal.Evidence is.
Our signals aren't anchored to a belief about where markets should go. Models continuously measure how conditions actually evolve, and we trade whatever direction the evidence finds optimal — participating fully and ethically in open, fair, and functional markets.
Contact
Two ways
to reach us.
Whether you're interested in joining the team or reaching out as an institutional partner — please send us a message: