Tools I work with

Measures, KPIs and analytical logic in Power BI models.

Data preparation and transformation for analytics.

Analysis, modelling and operational reporting.

Unified analytics platform for pipelines, storage and BI.

Publishing, sharing and governing Power BI content.

Field data collection for surveys and registrations.

Cloud platform for data, applications and infrastructure.

Managed relational database in Azure.

Orchestration for data integration pipelines.

Unified data lake within Microsoft Fabric.

Relational database for applications and analytics.

Document database for flexible operational data.

Querying, modelling and governing structured data.

Scripting for data pipelines, applications and ML.

Structured interchange for APIs and configuration.

Application logic for web platforms and services.

Typed application development for maintainable systems.

Web interfaces and product presentation layers.

Python web framework for database-driven applications.

Component-based interfaces for complex web products.

Structured Node.js framework for APIs and services.

Service boundaries between applications and data layers.

Identity verification for users and services.

Permissions aligned to organisational roles.

Multi-factor authentication for stronger account security.

Operational applications centred on governed records.

Rules that move work through defined stages.

Productivity, collaboration and identity for organisations.

Cloud productivity and administration for teams.

Administration console for Google Workspace users, groups and policies.

Shared file storage and collaboration in Google Workspace.

Collaborative spreadsheets for operational tracking and analysis.

Form-based data collection for surveys, intake and feedback.

Video meetings and workshops inside Google Workspace.

Security controls and monitoring across Google Workspace environments.

Google AI notebook for working with documents, notes and source material.

Google generative AI models for analysis, drafting and productivity workflows.

Google cloud platform for applications, data and infrastructure services.

Hosting for applications and operational infrastructure.

Content management for websites and publishing.

Identity and access management in the Microsoft cloud.

Endpoint management and device compliance.

Threat protection across endpoints and cloud workloads.

Cloud-native SIEM for security operations.

Security information and event management.

Security operations centre practices and workflows.

Identity and access management across systems.

Protection and monitoring for user devices.

Machine learning framework for model development.

High-level API for building neural networks.

Detecting anomalous or malicious network behaviour.

Network protocol analyser for packet capture and traffic inspection.

Web application security testing platform for manual and automated assessment.

Digital forensics and mobile device investigation tooling.

Network discovery and security scanning for hosts, ports and services.

Penetration testing framework for exploit development and validation.

Linux distribution preloaded with security testing and forensics tools.

Open-source web application security scanner and proxy.

Log analytics and SIEM platform for security monitoring and investigation.

Modern VPN protocol for secure network connectivity.

Developer security platform for code, dependencies and cloud configuration.

Identity platform for authentication and access management.

Secrets management and privileged access for applications and infrastructure.

Endpoint protection and threat defence platform.

Endpoint and threat detection tooling for malware and suspicious activity.

Network security platform for firewalls, threat prevention and cloud security.

Network security appliances and platform for perimeter and branch protection.

Controlled testing to find and validate security weaknesses.

Preservation and analysis of digital evidence from devices and systems.

Inspecting network flows to detect anomalies, threats and misuse.

Ongoing process for finding, prioritising and remediating security weaknesses.

Interactive notebooks for analysis and model work.

Numerical and tabular data processing in Python.

Image-based measurement and classification.

Neural architectures for spatial and sequential patterns.

Identifying unusual patterns in data or traffic.

Geospatial analysis and farm mapping.

Geographic visualisation inside operational dashboards.

Location capture for field and farm records.

Geographic reasoning for operational decisions.

Distance calculations between geographic coordinates.

Operational registries connecting farmers, farms and payments.

Evidence chains from farm activity to payment and export.

Connecting operational records to payment workflows.

Operating model for how IT work is requested and delivered.

Restoring service when something breaks.

Structured records for IT requests and incidents.

Targets and accountability for service performance.

Published guidance that reduces repeat work.

National data protection requirements for organisations in Ghana.

EU data protection and privacy regulation.

Information security management system standard.

Record of processing activities for privacy accountability.

Data protection impact assessment for higher-risk processing.

Policies for how long information is kept and deleted.

Document collaboration and intranet publishing.

Collaboration hub for meetings, chat and delivery.

Learning systems for structured capability development.

Workspace for notes, documentation, planning and lightweight knowledge bases.

Distributed version control for branching, history and collaborative software delivery.

Version control and collaboration for software delivery.

Workflow automation for builds, tests and deployments from GitHub.

Frontend cloud platform for deploying and hosting Next.js and modern web apps.

Postgres-backed backend platform with auth, APIs, storage and realtime.

Cloud platform for web services, workers, databases and static sites.

Container platform for packaging and running applications consistently.

CDN, DNS and edge security for web applications and domains.

Platform for deploying static sites and Jamstack applications.

Cloud platform for deploying apps, databases and services with minimal ops overhead.

API platform for designing, testing and documenting HTTP services.

Continuous integration and delivery pipelines for shipping software safely.

AI-assisted IDE for building, refactoring and shipping applications faster.

Primary editor for application and data engineering work.

ERP platform for consolidating business processes.

Type-safe database access for Node.js applications.