Technology & Expertise
Technology chosen for the task.
Trading tools, background services, web interfaces and data workflows have different constraints. We choose the stack for the problem — and say plainly where our experience is established and where a capability is still exploratory.
Established in practice
Competencies drawn from delivered work.
These areas reflect practical engineering work in trading operations and financial technology. Client identities and implementation details remain confidential.
Risk supervision & operational controls
Configurable rules, control states and supervision interfaces for trading accounts.
MetaTrader 5 integration
MQL5 tools inside the terminal, and services that work alongside MT5 trading infrastructure.
Financial data processing & synchronisation
Normalising, reconciling and synchronising trading data between systems.
Read-only extraction & interoperability
Reading platform data without write access, so reporting never interferes with operations.
CRM & business application integration
Connecting trading data to CRM and back-office applications.
Automated reporting & scheduled processing
Reports and recurring jobs that run on schedule, with their results recorded.
State management, idempotency & recovery
Processing that tracks what it has done and resumes safely after an interruption.
Reliability & operational resilience
Monitoring, restart behaviour and failure handling designed as part of the software.
Technologies
A small stack, used deliberately.
Listed by the role each plays, not as a catalogue.
- MetaTrader 5 · MQL5
- In-terminal tools, panels and Expert Advisors.
- .NET · C#
- Background services, desktop applications and integrations.
- TypeScript
- Web interfaces and tooling.
- Python
- Data processing, analysis and automation.
- LLM integration
- Explanatory assistance for defined tasks, kept separate from deterministic logic.
Offered on a scoped basis
Capabilities evaluated project by project.
These are proposed and assessed before any commitment. They are not presented as an established track record.
Applied AI assistance & model inference
Suitability, data handling and output quality are evaluated for each use case.
Advanced visualisation & 3D interfaces
Used where it improves understanding; device support is validated per project.
Mobile companions
Mobile delivery is assessed separately for each project.
Method
Seven stages, in this order.
Delivery and maintenance arrangements are defined per project.
Requirements discovery
What the operation needs, who uses the system, and which decisions it has to support.
Operational & technical analysis
The platforms, data, access rights and constraints the system must work within.
Architecture & solution design
Components, interfaces, data contracts, failure behaviour and acceptance criteria, written down before implementation.
Incremental implementation
Built in stages you can review, rather than delivered in one piece.
Functional & reliability validation
Checked against those acceptance criteria, including how the system behaves when something fails.
Controlled delivery
Put into service with you, in agreed steps, with the means to observe it.
Maintenance & improvement
Provided when contracted, with a scope defined with you. Systems and rules evolve as operational requirements change.
Have an operational requirement to discuss?
A short description of the operation and what it must achieve is enough to begin.