AI strategy & workflow review
Review one process, compare AI with simpler automation or existing software, and decide what is worth building.
You get: a workflow map, practical options, risks, and a scoped pilot plan.
01 Strategy, with the skills to build
From a business problem
to a working solution.
I’m a software developer offering AI strategy and technology consulting. I help small businesses and teams make sense of a workflow, choose a practical approach, and build the software to put it to work.
At Future GH, I lead systems and development for African SMEs and entrepreneurs. I work across the frontend, backend, and the decisions that connect them.
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
Start with the task.
Not the tool.
For small businesses, agencies, and teams with repetitive work or a product to build. Start with a focused review, or bring a defined software brief.
AI integration & automation
Build a bounded assistant, research workflow, chatbot, or integration around a specific task—with people in control of important actions.
You get: a working pilot, agreed tests, documented limitations, and handover.
Software development & technical consulting
Turn requirements into business websites, web and mobile applications, dashboards, and connected systems. AI is an option, not a requirement.
You get: an agreed implementation scope, working software, and documentation.
Scope comes first. Ongoing support and improvements can be agreed separately after delivery.
Tell me about the task03 Selected work
The work behind the offer.
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
School records that don’t depend on a connection. An offline-first application for attendance, assessments, and fees, with automatic syncing when back online.
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
See what your fabric could become. A design application that turns fabric photos and style preferences into 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.
PEVAL
A responsive peer-evaluation application, built with Next.js so students can evaluate their peers through a web interface.
04 How I work
A useful result.
Not just a convincing demo.
Understand the workflow
Look at the task, people, systems, and constraints. Agree on the problem and what success would mean.
Choose the right approach
Compare AI, simpler automation, and existing software. Sometimes the right recommendation is not to automate.
Build and test
Implement a bounded solution. Check outputs, exceptions, human review effort, and running costs against agreed criteria.
Hand over and improve
Document how it works, its limitations, ownership, and maintenance. Decide together whether to improve, expand, or stop.
05 Experience
Where I’ve contributed.
Feb 2025 — Present
Systems & Development Lead
Future GH
Leading development of web applications and business systems for African SMEs and entrepreneurs. Defining application architecture and overseeing implementation across websites, automation, and AI workflows.
Oct 2024 — 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 — 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 — 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