MetaTrader (MQL4 / MQL5)
Expert Advisors with proper order handling, spread and session filters, trailing and basket logic, and hooks to external Python or HTTP services when you outgrow pure MQL.
AI Automation for Algo Traders and Prop Firms
Quant engineering, not hype. TecAdRise builds MQL5/MQL4 EAs, Python backtesting pipelines, walk-forward validation (WFA/WFM/OOS), broker API execution, and optional AI research agents that support your process.
Disclaimer: TecAdRise provides software engineering services only. Not financial advice. No guaranteed returns. You are responsible for risk, compliance, and broker rules in your jurisdiction.
How engagements are scoped
Trading automation builds
from €250per focused deliverable; full platforms quoted after scoping
- MQL4/MQL5 EA development, refactor, or port from legacy logic
- Python backtesting and data pipelines (pandas, vectorized or event-driven)
- Automated WFA, WFM, and OOS validation with reproducible reports
- Broker REST/WebSocket execution with logging and alerting
- AI research agents: news ingestion, market scans, catalyst summaries on schedule
- Pairs with custom AI agents and n8n workflows for ops glue
What we build
Python algo stack
Research notebooks turned into production scripts: data ingest, feature engineering, backtests, parameter sweeps, and export to MT or broker APIs for live deployment.
Validation automation
Walk-forward analysis, walk-forward matrix grids, and out-of-sample windows automated end to end. Stop trusting a single in-sample equity curve.
Execution infrastructure
VPS-friendly runners, idempotent order placement, position reconciliation, structured logs, and alerts when feeds or APIs fail mid-session.
AI research agents (optional)
When your edge is catalyst-driven or news-heavy, we deploy scheduled agents that fetch headlines, scan universes, and output compact research tables for human review. Built on the same Agent-OS harness as our custom AI agents: tools, memory, and cost controls. The agent supports your workflow; it does not replace judgment or compliance.
- Scheduled news and macro digest jobs with source attribution
- Market scan scripts delegated to lightweight models; reasoning on summaries only
- Memory of prior calls and outcomes for iterative strategy research
- Email or webhook delivery into your existing review process
Typical projects
- Port a profitable MQL4 EA to MQL5 with modern order APIs and cleaner risk module
- Python backtester with automated WFA/WFM before promoting params to live
- Bridge MT5 to a Python signal service via files, sockets, or HTTP
- Prop-firm style multi-symbol scanner with unified logging and daily P&L reports
- Research agent that ingests macro news and outputs a ranked watchlist for swing horizons
Who it is for
Independent algo traders, small prop desks, and systematic funds that already have a strategy hypothesis but need reliable engineering: validation, execution, and maintenance without hiring a full-time quant dev.
Not a fit if you want a turnkey "AI bot" with promised returns. We ship infrastructure and automation you control. For general autonomous agents outside trading, see custom AI agents.
How it works
- Scoping: strategy type, platforms (MT4/MT5/Python), brokers, and validation requirements.
- Architecture: research vs execution split, data sources, and failure modes.
- Build: EA, backtester, or agent with version control and reproducible runs.
- Validation: WFA/OOS reports you can audit before live capital.
- Deploy and support: VPS or your infra, monitoring, and iteration on scope.
Frequently asked questions
What is AI automation for algo traders?
It is engineering work: backtesting pipelines, strategy validation (walk-forward, out-of-sample), broker API execution, and optional AI research agents that ingest news or market data. TecAdRise builds and maintains the infrastructure. We do not sell signals or guarantee returns.
Do you build MQL4 and MQL5 Expert Advisors?
Yes. We develop and refactor EAs for MetaTrader 4 and 5, including risk controls, order management, multi-timeframe logic, and integration with external data feeds or Python services when MT alone is not enough.
Python vs MQL5: which should I use?
MQL5 is best when you live inside MetaTrader and need low-latency EA execution on MT5 brokers. Python fits research-heavy stacks: pandas backtests, ML features, broker REST/WebSocket APIs, and cloud schedulers. Many clients use both: Python for research and validation, MQL5 for live execution.
What is walk-forward analysis and why does it matter?
Walk-forward analysis (WFA) and walk-forward matrix (WFM) test whether a strategy still works on unseen data after optimization. Out-of-sample (OOS) windows catch overfitting before you risk capital. We automate WFA/WFM/OOS pipelines so validation is repeatable, not a one-off spreadsheet.
Can you connect to my broker API for live execution?
Yes. We wire REST and WebSocket APIs for supported brokers and venues, with idempotent order logic, position sync, logging, and alerting. Scope depends on broker docs, rate limits, and whether you need co-located or VPS hosting.
Do you build AI trading bots that predict the market?
We build research and operations automation: news ingestion, catalyst summaries, scan jobs, and agent workflows that support your process. We do not promise alpha or sell black-box predictors. Any AI output is tooling for a human trader or quant, not financial advice.
How much does trading automation cost?
Focused builds (single EA refactor, one validation pipeline, or a research agent) typically start from €250 depending on scope. Full multi-strategy backtesting platforms, WFA automation, and production execution stacks are quoted after a technical scoping call.
Is this financial advice?
No. TecAdRise provides software engineering and automation services. Past backtest results do not guarantee future performance. You are responsible for compliance, licensing, and risk in your jurisdiction.
Need trading automation built right?
Book a scoping call. We will map your stack (MQL, Python, broker APIs) and quote a focused first deliverable.