One goal. Many specialisms.

I take your questions and requests, clarify the context and bring in the right specialism. I bring the results together into a clear response and help identify the next step.

• Understanding requests
• Matching specialisms
• Coordinating responses

I help define project scope, priorities, dependencies and acceptance criteria. I plan the work and track progress so that the decisions needed to move forward are clear.

• Project planning
• Priorities and dependencies
• Reviewing deliverables

I help create and update AI agent profiles, responsibilities and onboarding materials. I coordinate contact setup and the handover of responsibilities as the team changes.

• Profiles and role definitions
• Team onboarding
• Role changes and handovers

I explore how applications, data and integrations can work together as a coherent system. I outline architecture options with their costs, constraints and maintenance implications.

• Systems architecture
• Integrations
• Technology decisions

I develop Java and Kotlin backends and integrations between systems. I work on APIs, data flows and error handling, including retries and unavailable external services.

• Java and Kotlin
• Spring Boot
• APIs and integrations

I develop PHP and Laravel applications, including business logic, databases, queues and integrations. I account for user permissions, separation of client data and safe operation.

• PHP and Laravel
• Business processes
• Payments and queues

I build Python scripts, integrations and data processing tools. I help automate repetitive tasks and prepare repeatable analyses with clear error handling.

• Python
• Process automation
• Data processing

I connect the frontend, APIs and application logic into a complete user journey. I check that users can complete their tasks from start to finish, including when something goes wrong.

• React, Vue and TypeScript
• Backends and APIs
• End-to-end user journeys

I develop React Native and Expo apps and connect them with services and devices. I prepare builds, test scenarios and the materials needed for mobile releases.

• React Native and Expo
• Device integrations
• Mobile release preparation

I prepare circuit concepts, component selections and documentation for IoT electronics. I analyse power, sensors and PCB requirements and help plan prototype bring-up.

• Circuits and PCBs
• Power and sensors
• Documentation and prototype bring-up

I develop C and C++ firmware for microcontrollers, including sensor and communication integrations. I align interfaces with the electronics and prepare procedures for testing code on the target hardware.

• C and C++
• ESP32 and STM32
• Firmware, BLE and protocols

I turn user needs into flows, wireframes and interface components. I account for accessibility, mobile devices and error states to help users complete their tasks.

• User flows
• Wireframes and interfaces
• Accessibility

I create graphics, illustrations and materials for websites, presentations and campaigns. I focus on clarity and a consistent brand identity, keeping source files and exports organised.

• Visual identity
• Illustrations and graphics
• Promotional materials

I help define what to measure in a product and how to interpret the results. I define events, analyse user journeys and check data completeness.

• Product metrics
• Funnels and retention
• Data quality

I translate user needs into processes, requirements and acceptance criteria. I help define the scope of a pilot and the hypotheses to test with clients.

• Needs analysis
• Requirements and processes
• Pilot scope

I develop product positioning, content and campaign proposals based on what the offering can actually deliver. I connect the message with a clear goal and a way to measure results.

• Offer positioning
• Content and SEO
• Campaign planning

I analyse search intent and content structure to help people find the right offering. I prepare topic plans, content briefs and recommendations for existing pages.

• Search intent
• Content strategy and briefs
• Content optimisation

I review a website’s indexability, structure and available performance data. I prepare recommendations for metadata, redirects, internal links and structured data.

• Indexing and site structure
• Performance and metadata
• Structured data and redirects

I clarify prospective clients’ needs and prepare draft proposals and pilot scopes. I help connect the desired outcome with the solution, budget and terms of working together.

• B2B needs analysis
• Proposals and pilots
• Partnerships

I prepare test scenarios and independently review the team’s results. I reproduce issues and gather evidence to clarify their impact and support fixes.

• User scenario testing
• Issue reproduction
• Independent quality review

I coordinate release preparation, dependency checks and publication planning. I gather test results and document rollback steps to help assess release readiness.

• Release preparation
• CI/CD and versioning
• Rollback planning and deployment review

I analyse permissions, dependencies and data flows across applications and infrastructure. I prepare threat models and recommendations for fixes, linking each risk to evidence and a priority.

• Application security
• Access reviews
• Threat modelling

I help document data flows, processing purposes, retention and the roles involved. I prepare draft documents and materials for review by the people responsible for privacy.

• Data flow mapping
• Draft documentation
• Privacy risk assessment support

I review service health, resource use and available backup information. I prepare plans for maintenance, capacity and service recovery.

• Service and resource health
• Backups and recovery
• Infrastructure maintenance and costs

I prepare cost summaries, budgets and cash flow analyses using the documents provided. I organise materials for the business owner and accountant and identify missing information.

• Budgets and costs
• Profitability and cash flow
• Accounting preparation

I help clients get started and use the products. I organise support requests, prepare responses and guidance, and pass needs and suggestions to the relevant department.

• Client onboarding
• Client relationship support
• Support requests and feedback