Quantitative Risk Intern & System Architect
MTN Ghana
00. Impact
10,000
Monte Carlo simulations per scenario
87
Real-world scenarios stress-tested
18+
News feeds ingested every 15 minutes
90-day
Financial impact forecasting horizon
01. Overview
Led architecture and technical delivery for a four-person team building a real-time risk intelligence platform that replaced manual, subjective assessments with quantitative, traceable analysis.
02. The Company
MTN Ghana
MTN Ghana is the country's largest telecommunications operator, serving tens of millions of subscribers with mobile, data, and fintech services as part of the MTN Group — one of Africa's leading network operators.
mtn.com.gh03. Key Responsibilities
Led architecture and technical delivery for a four-person team building the real-time risk intelligence platform
Designed ingestion pipelines across 18+ news feeds refreshed every 15 minutes
Built a nine-stage AI/NLP pipeline that scored threats and estimated their financial impact in Ghana Cedis
Developed 90-day forecasting and reverse stress testing to identify the exact shock combinations behind financial breaking points
Enabled up to 10,000 Monte Carlo simulations per scenario, giving leadership a distribution of possible outcomes
04. Key Achievements
Designed ingestion across 18+ news feeds every 15 minutes and a nine-stage AI/NLP pipeline that scored threats and estimated their financial impact in Ghana Cedis.
Built 90-day forecasting, stress testing across 87 real-world scenarios, and reverse stress testing to identify the exact shock combinations behind a target financial breaking point.
Enabled up to 10,000 Monte Carlo simulations per scenario, giving leadership a distribution of possible outcomes rather than a single-point estimate; shipped the platform for enterprise decision support.
05. Gallery
Risk Intelligence DashboardThreat Scoring PipelineMonte Carlo Simulation06. Recommendation
“Emmanuel led the architecture of our real-time risk intelligence platform with remarkable clarity — he turned a manual, subjective process into a quantitative system that leadership actually trusts. His ability to combine deep technical design with a clear view of the business problem was exceptional.”
Boaz
Product Lead, MTN Ghana
