AI strategy & workflow review
I review one process and compare AI, simpler automation, and software you could use without a custom build.
You get a workflow map, recommended options, risks, and a plan for testing the recommendation.
01 About
AI consulting and
software development.
I’m a software developer offering AI strategy and technology consulting. I review how a team handles a task, recommend tools, and build software when the existing options don’t fit.
At Future GH, I lead systems and development for African SMEs and entrepreneurs, working on application architecture, frontend, and backend development.
I’m also a Biomedical Engineering graduate from the University of Ghana. Alongside product development, I work on machine learning, biomedical signals, and model evaluation. You can explore that work in my ML & research portfolio.
02 How I can help
Reviews, automation,
and development.
Need help with a repetitive task or a software project? I work with small businesses, agencies, and teams.
AI integration & automation
I build assistants, research tools, chatbots, and integrations for specific tasks. We agree which actions need human approval.
You get a working pilot, test results, and instructions covering use and limitations.
Software development & technical consulting
I build business websites, web and mobile applications, dashboards, and connections between your existing systems.
We agree on what to build before development starts. Delivery includes the software and documentation.
Ongoing maintenance and support are agreed separately.
Tell me about the task03 Selected work
Projects I’ve worked on.
Visit project IzyFlow
Invoicing, expenses, and cash flow in one place. I helped build this platform for African SMEs, with text and voice input for everyday financial records.
Contribution & workflow
The task: bring invoices, sales, expenses, and cash-flow reporting into one business workspace.
My contribution: I helped build the platform as Systems & Development Lead. This was a team contribution, not sole authorship.
The approach: text and voice give users another way to enter records alongside the application’s management interface.
Evaluation focus: correct names and amounts, duplicate records, and correction time. No measured time savings or revenue gains are claimed here.
CDJ / Browser-assisted research
- 01 Research brief
- 02 Public sources
- 03 Structured output
- 04 Human review
Process overview · no client records shown
CDJ: lead research automation
A reusable browser-assisted research tool I built with Chrome DevTools and the Jev API. I’ve used it for a client’s school-lead research and my own business prospecting.
Contribution & boundaries
The task: research prospects against a brief rather than collect an unfiltered list of contacts.
My contribution: built the reusable skill connecting browser tooling with the Jev API, then applied it to client and personal research.
Evaluation focus: relevance, source quality, duplicates, and manual validation. A research record is not proof of buying intent; conversion or time-saving results are not claimed.
Privacy: client lead sheets are not published here. The diagram above is a process overview, not a client dataset.
Visit project Skulbii
An offline-first school management application for attendance, assessments, and fees. Records sync automatically when the connection returns.
Contribution & technical choice
The task: keep school-record entry usable when connectivity is unreliable.
My contribution: built the school-records application with offline entry, syncing, role-based access, and audit logs.
The choice: focus on dependable records and access rather than adding AI to every workflow. The product also covers term reports and admissions for schools in Ghana from KG to SHS.
Visit project Fashley
A design application that uses fabric photos and style preferences to generate outfit, bag, and shoe previews.
Behind the build
I built the application for generating fashion concepts from uploaded fabric photos. Users can save designs, download previews, and prepare a brief for a tailor.
The output is a visual concept, not a sewing pattern. A maker still needs to confirm fabric suitability, construction, and fit.
Visit project SWIM Talent Hub
Connecting students with paid company projects in freelance work, product testing, and system evaluation.
Behind the build
I built and maintained the platform’s frontend and backend, including dashboards for students and companies. I also developed an AI matching engine to connect students with relevant opportunities and integrated a chatbot.
Visit project PEVAL
A web application for student peer evaluation, built with Next.js.
04 How I work
From review
to handover.
Review the task
We look at how the work gets done, where it causes problems, and what needs to change.
Agree on an approach
I compare the options and recommend what to use or build, with costs and trade-offs.
Build and test
I test the software against examples we agree on, including errors, review time, and running costs.
Hand over
You get instructions for using and maintaining the software. We review the test results before deciding on further work.
05 Experience
Where I’ve contributed.
Feb 2025 to Present
Systems & Development Lead
Future GH
Leading web application and business systems development for African SMEs and entrepreneurs. Defining application architecture and overseeing websites, automation, and AI workflows.
Oct 2024 to Aug 2026
Full Stack Developer
SWIM (Student Workforce Innovation Movement)
Built and maintained the frontend and backend, including student and company dashboards. Developed an AI matching engine and integrated a chatbot.
Sept 2024 to Feb 2025
Web Developer
African Intelligence
Designed and built landing pages and digital assets for marketing campaigns, working with product teams on brand and user-experience requirements.
Feb 2024 to Apr 2024
IoT Intern
Techten Planet GH
Built a React Native mobile app for controlling a Raspberry Pi 4 smart home system. Tested app commands against device responses to verify control of connected appliances.
The tools I work with
- JavaScript
- Python
- React
- React Native
- Next.js
- Node.js
- FastAPI
- SQL
- Git
- Docker
- AI workflow automation