Software and AI built to solve real problems.

Herrnhut MSG — Church Community Platform

Configured, extended and operated an internet-based social networking and messaging platform for the Gorilla Life Ministry church community for over a year. Built on Dolphin, the platform was extended with Joomla and an Android app using Ionic. I managed MySQL, hosting, application files, user access, maintenance and support.

About three months into operations, unauthorized accounts posted inappropriate adult content. I placed the service in maintenance mode for around two days, removed the content, reviewed affected accounts and restored the platform. Follow-up measures included IP and geographic access restrictions, a honeypot to divert suspicious traffic, stronger login monitoring, automated alerts and updates to users about the shutdown and restoration.

BotenLtd — CMS

Responsive website and custom CMS for Boten Limited, letting non-technical editorial staff publish and maintain content directly without developer intervention.

Ebeye — Equatorial Guinea

Responsive website and custom content-management system designed to let non-technical EBEYE staff manage and publish site content.

Kejetia Shop

A conversational shopping assistant that grounds product discovery in live inventory, helping people find items with natural-language queries.

Koral AI

AI interview-intelligence and career-readiness platform (Interview Prep Agent / Job Search Assistant). Built with FastAPI, React, TypeScript, MongoDB and RAG pipelines powered by multi-model orchestration. Designed context-aware retrieval and evaluation workflows to provide real-time candidate feedback during technical interview preparation.

AfromartPlus (AFROMART)

Diaspora marketplace built for a Canadian client — designed service schemas, backend data models, and API integration patterns for merchants, inventory, orders, payments, delivery and fulfilment for a fully remote team.

Bufalo AI

Data-mining and AI-assisted lead-research platform built with FastAPI, SQL, and LLM orchestration — handles data extraction, lineage tracking, automated retries, and quarantine reprocessing for research teams.

Internal platform; not presented as a public product.

Blanqease — Data Bundle E-Commerce

Singly developed the Node.js backend, API documentation, integration, VPS server setup, configuration and deployment for an affordable data-bundle commerce platform — owning the infrastructure as well as the code.

BlakkOn Trading Data Platform

Backend development, API integration and system administration for a trading data platform — real-time transaction dashboard, pricing and bulk data-share tooling.

DOSH Ghana / AT Ghana Integration

Node.js services, access controls, transaction workflows and VPS deployment for an airtime-and-data distribution platform (SawTel) that processed 100,000+ secure transactions with no recorded security incident.

SolaraFx AI Trading System

Distributed Python services, model APIs and financial-data pipelines for a commodity-trading platform — LSTM and Hidden Markov Model workflows from data prep through production monitoring.

Afia AI

Conversational assistant using NLP, RAG and LLM integration, grounding responses in connected knowledge sources.

Desktop & Internal Tools

Internal software and operational tools built for different use cases, developed with Electron.js, PyQt, PyTkinter, VB.NET and C#/.NET to support business and platform workflows.

VPS & Systems Administration

Linux and Windows systems, user accounts and access control, networks, backups and recovery, IT equipment inventory and incident documentation — plus production VPS infrastructure for telecom transaction platforms, run from a single remote operator seat.

Biometric Fingerprint Systems

ESP32 and NodeMCU access-control solutions with C++ firmware, encrypted transmission and PHP/MySQL administration — deployed live to more than one organisation.

Venture Capital Prediction Model

Predictive analytics evaluating startup funding potential from historical investment and business data.

Campus Guide System — TTU

Application logic, REST APIs and integration layers for a microservices-based campus-navigation platform; optimised database access and wrote API documentation for handover.

CarComba

An online used and new car dealership platform — vehicle inventory browsing, financing pre-approval, test-drive scheduling and a guided purchase flow.

Little Oak Preparatory — School Management System

Desktop application for records, grading, fees, parent communication and role-based administration.

Native Query Transformation (NQT)

Researched query routing and semantic translation techniques to transform natural-language inputs directly into optimized downstream database queries. Addressed token inefficiency and latency bottlenecks in standard LLM-to-database interfaces. Published research findings on ResearchGate, contributing novel frameworks for low-latency LLM query execution.

AI Red Teaming — Multi-Turn Truth Anchoring

Designed multi-turn stress-testing prompts and automated evaluation models to measure LLM truth retention and hallucination resistance under adversarial stress. Investigated structural causes of conversational drift in Large Language Models and documented a repeatable red-teaming framework for benchmarking and mitigating conversational hallucinations.

CoNET (Colony Network) — Agentic AI Systems

Designed a modular protocol for distributed multi-agent ecosystems covering capability discovery, gRPC task delegation, RAG memory, and vector search. Built and published the official CoNET Python package on PyPI as open-source agent infrastructure.

Assisted PhD Research — Predictive Venture Assessment

Built a venture assessment system combining NLP narrative extraction, RAG pipelines, and predictive models using Python, Pandas, Scikit-learn, and SQL. Automated data-driven risk evaluation for early-stage startup investments and standardized startup pitch analysis through combined statistical modeling and automated pitch deck evaluation.

EMITAL Environmental Intelligence

Trained directly by the Ghana Statistical Service (GSS) team on acquiring, cleaning and analysing data from Statsbank.com. Combined GSS national statistical datasets with real-time IoT environmental sensor feeds and CatBoost models to transform statistical and environmental data into actionable climate intelligence.

CUA AI Data Annotation & Quality Assurance

Human-in-the-loop AI data work: trained and mentored annotators on project guidelines and annotation standards, reviewed annotated data for accuracy and consistency, supported quality evaluations and calibration exercises, and authored SOPs, training materials and workflow documentation.