From trading idea to auditable, automated strategy
We build production trading bots you can trust — with documented specs, tick-level backtests, and trade-by-trade evidence. MT5, TradingView, Python, or C++.
Platforms we build on
Expert Advisors with full logging and risk controls
Pine Script indicators, strategies, and alert pipelines
Research harnesses, backtesting engines, and ML pipelines
Low-latency modules and performance-critical components
What every project includes
Rules, edge cases, and test cases documented before code is written.
Trade-by-trade logs showing which rule triggered and why.
Clean, documented, version-controlled code with risk controls.
Max loss limits, session filters, kill switches, and position guards.
Setup guidance, checklists, and handover documentation.
Adaptive components with walk-forward validation — only when justified.
Auditable backtest results
Every trade logged with the rule that triggered it, the data it used, and the risk constraints that applied. Equity curves, drawdown analysis, and performance metrics included.
How it works
Screenshots, notes, rules, chat exports — anything.
We write a structured spec. You approve before build.
Code with per-trade logging and rule tagging.
Results with documented assumptions and evidence.
Production deployment with full documentation.
Credentials
Listed on Toptal's trading software and MT5 developer pages.
Teaching experience at Stanford SCPD in AI and machine learning.
Background spanning institutional trading systems, crypto/DeFi, and retail strategy automation.
Frequently asked questions
Ready to automate your strategy?
Send your notes, screenshots, or chat exports. We'll respond with a scoped proposal and timeline.
We build software — not investment advice. Risk disclaimer