Trading infrastructure
Execution systems, dashboards, and the monitoring around them. Every position gets a stop and a target the moment it opens, so nothing sits on an exchange unprotected.
I build trading systems and operations software, then try to prove they don't work before anyone spends money on them. The first system that failed that test was my own.
I'd rather do a few things properly than list twenty. If your problem isn't one of these, I'll say so and try to point you somewhere better.
Execution systems, dashboards, and the monitoring around them. Every position gets a stop and a target the moment it opens, so nothing sits on an exchange unprotected.
Software that watches your services, restarts what it can, and wakes a human when it can't. Mine runs my whole stack overnight and messages me when something needs a person.
I take a trading strategy, try hard to break it, and write up what I find. Often the finding is that it doesn't hold up.
Audits I do today. The solar funnel isn't finished, so it isn't for sale, and I'd rather say that than take a deposit for it.
You send me a strategy. I run it through seven checks and write up what I find, including the parts you were hoping I wouldn't.
For solar companies. A quote request gets an automatic text back and the rep gets pinged at the same time, so nobody sits waiting on a callback.
I built this framework to check my own trading system, and it failed. The strategies I had been running did not clear the bar I set for them. So I pointed the same seven checks at Turtle/Donchian breakout, probably the best-known public systematic strategy there is, and got the same answer. That is the whole pitch: I will tell you what the testing says, not what keeps you as a client.
I don't sell signals and I don't sell courses.
I tell you whether the thing works.
These sit on my own servers with real capital behind them. What follows is what each one does. None of it is a claim about what it made.
My own desk. It runs systematic strategies across crypto and US equities, reads the market regime before sizing anything, and puts a bracket on every position at entry. It is also the thing I test everything else against.
Builds positions in high-conviction assets during market weakness.
Targets breakout moves in mid-caps with strong relative strength.
Enters oversold daily conditions with confirmation filters.
Fades extreme sentiment with multi-factor confirmation.
Adapts entry timing to Wyckoff market-cycle phases.
Targets mean reversion after volatility spikes.
Shorts overbought conditions via perpetual futures.
Trails downtrends with adaptive stops.
Trend-following on US equities.
Statistical mean reversion on equities.
Volatility-expansion entries on equities.
Sizes adjust to bull / bear / distribution / accumulation detection.
Can hold long spot and short futures simultaneously.
Limits overexposure to correlated assets.
Parameters reconciled against the live ledger.
The daemon that keeps the rest of it alive. Six tiers, from watching service health up to diagnosing a fault and fixing it without me. When it can't fix something, it says so instead of failing quietly.
Continuous service monitoring across the stack. Catches issues before they become outages.
SSL renewals, disk cleanup, security audits — the upkeep that keeps systems alive.
Health, status, and action items delivered on a schedule. Weekly deep-dives.
Service down? Restarted. Connection dropped? Reconnected. Automatically.
Pattern recognition on system behavior to surface issues early.
Diagnoses root cause and applies fixes — escalates when it can't.
Subscription access handled by a smart contract on Base, paid in USDC. Wallets in, no card processor in the middle, no chargebacks to argue about.
Everything on this list is something I have already built once for myself. Tell me what you need and I'll scope it with you.
Independent quantitative validation of trading systems and strategy claims.
Execution architecture, dashboards, monitoring, and deployment.
Autonomous monitoring, summaries, maintenance, and remediation.
Real-time visualization, metrics, charts, and alerts.
Automated prospecting, enrichment, and response.
Tell me what you're working with and I'll come back with how I'd approach it.
A trading system, some operations you want off your plate, or a strategy you've started to doubt. Describe it in a few lines and I'll tell you honestly whether I can help.
I read every message myself. If I'm not the right person for it, I'll say so and try to point you somewhere better.