Founder of MarketRise Capital and builder of AgentDesk. I design practical software for trader records, MoMo operations, repayment workflows, reconciliation, and field accountability. My finance work focuses on responsible working-capital infrastructure and decision systems while respecting the compliance path required for regulated financial services.
I did not come into analytics through theory alone. I came through transaction registers, missing records, KYC checks, budget variances, and the reporting bottlenecks that slow real institutions down.
At Atlantic Hall, University of Cape Coast, I built a multi-sheet Excel reporting and variance analysis system covering income, expenditure, reconciliation, indexed retrieval, and management reporting. At Anum Rural Bank, I worked on client-record and compliance operations across a 520-account portfolio, supporting KYC tracking, dormant-account review, onboarding trends, and branch-level reporting.
Through MarketRise Capital, AgentDesk, and my graduate work at WashU Olin, I am extending that same operating mindset into repayment workflows, merchant records, field accountability, and compliance-aware financial decision tools. I am interested in the part of finance where process, risk, and analysis meet -- and where better architecture leads to better decisions.
The work now centers on a clear operating thesis: small businesses need better records, safer workflows, and more trustworthy decision systems before finance can scale responsibly. MarketRise Capital and AgentDesk carry that thesis forward, while my institutional and analytics work shows the reporting discipline behind it.
MarketRise Capital is a commerce-finance operating system being built for Ghana's trader and small-business market. The architecture focuses on borrower records, trust-tier progression, repayment tracking, field-supported reviews, and clear decision trails. It is designed to support responsible working-capital operations without presenting MarketRise as a deposit-taking institution or a fully licensed financial provider.
MoMo operations and accountability platform for agents and business owners. Helps teams manage shifts, log transactions, reconcile cash and wallet balances, review reports, and reduce operational blind spots.
Workflow layer for working-capital operations: application records, approval trails, repayment schedules, payment links, receipts, and portfolio visibility. Built to keep field finance structured, auditable, and compliance-aware.
Built a multi-sheet Excel financial reporting system for Atlantic Hall, University of Cape Coast, to replace fragmented records and slow manual retrieval. The workbook combined an executive dashboard, income-budget tracking, recurrent and capital expenditure analysis, weekly transaction registers, reconciliation support, variance notes, pivot summaries, and indexed search tools for faster reporting and cleaner audit follow-through.
Figures are illustrative. Structure and logic reflect the actual 9-sheet reporting workbook built for Atlantic Hall.
A financial planning engine for international students navigating city-level cost decisions. It covers cash-flow decomposition, rent burden analysis, inflation-adjusted forecasting, scenario modelling, and city comparison across 126 cities and 199 university profiles. It converts living-cost assumptions into structured planning decisions rather than static expense estimates.
Formalised the business as a registered entity in Ghana (BN637380526), establishing the legal foundation for a compliance-aware commerce-finance platform.
Business RegistrationDesigned and deployed the core borrower-record workflows, trust-tier progression logic, payment tracking, and field review engine underpinning the MarketRise Capital platform.
Repayment InfrastructureBuilt the transaction oversight and field accountability system for mobile money agent networks, including real-time monitoring, anomaly detection, and compliance coordination workflows.
AgentDeskExtended AgentDesk into an Android companion app for shift control, transaction capture, guided USSD workflows, balance checks, and field-ready reporting.
Companion AppReleased a live financial planning system covering 126 cities and 199 university profiles, with cash-flow analysis, scenario modelling, and inflation-adjusted forecasting modules.
CostCompassBuilding the core architecture behind MarketRise Capital: borrower records, repayment workflows, trust-tier progression, payment tracking, and field-supported review logic. The work spans credit operations design, financial logic, and fintech product architecture while remaining careful about regulated-finance boundaries.
Built and maintained reporting workflows for Atlantic Hall's finance operations, including budget-performance sheets, transaction registers, reconciliation support, and variance analysis notes. Produced management-ready summaries for income, recurrent expenditure, and capital expenditure, and reduced record retrieval time through indexed workbook architecture.
Supported client-record and compliance operations at Anum Rural Bank's Akosombo branch. Maintained a 520-account records base, updated KYC status, flagged dormant and non-compliant accounts for review, and contributed to validation panels, onboarding trend reporting, and branch-level compliance tracking.
Washington University in St. Louis — Olin Business School
Machine Learning · Big Data Analytics · Financial Technology · Quantitative Methods · Corporate Finance
University of Cape Coast, Ghana
Financial Accounting · Auditing · Corporate Finance · Management Control Systems · Research Methods
Research, analytical writing, and frameworks drawn from direct operating experience. If you want to understand how I approach financial systems -- not just what I have built -- this is where to start.
A research study examining how information technology strengthens management control systems and improves small-business performance. Using survey data and SPSS analysis across 300+ firms, the study examined whether technology use changes how smaller businesses monitor performance, manage operations, and make decisions.
An analytical piece on how mobile money transaction data, repayment behaviour, and field-verified borrower profiles can support responsible credit assessment for traders and small businesses operating outside formal credit channels.
In ProgressI am interested in building financial systems that work at the coordination layer -- where analytics, software logic, field operations, and financial workflows meet. The goal is not just to model outcomes, but to design the logic that produces reliable ones.
I am currently building financial and operations systems while pursuing graduate studies. If you are working on complex problems in fintech, analytics, responsible credit workflows, or operational infrastructure, I would be glad to connect. You can also book a 30-minute call directly.