I am a PhD candidate in Data Science and Informatics at the University of Missouri, expected graduation May 2027. I design, train, and evaluate machine learning systems with attention to reliability, calibration, and deployment.
My research spans natural language processing, multimodal learning (text + images), time series and anomaly detection, and decision-oriented metrics. I bring hands-on geospatial analytics and health informatics experience applied to telehealth, epidemiology, and environmental monitoring.
I hold a Project Management Professional (PMP) certification and bring an interdisciplinary foundation across economics, engineering, and healthcare. I am skilled in bridging technical and business domains to deliver actionable, data-driven solutions.
English · French · Akan
University of Missouri · Geospatial & Health Certification · GPA 3.67
University of Missouri · Managerial, Behavioral and Organizational Economics · GPA 3.45
Kwame Nkrumah University of Science and Technology (KNUST) · GPA 3.5
Handshake AI · Remote
University of Missouri
SAYeTECH
Envision LLC, Missouri Dept. of Mental Health
SAYeTECH · Kumasi, Ghana
USAID Soybean Innovation Lab
LLM-enabled mental health telehealth documentation support. Fine-tuned models for automated documentation augmentation, quality assessment, and detection of clinical risk signals (symptom escalation, medication non-adherence, crisis indicators). Validated with provider review for actionable output in real-time telehealth workflows.
Production-grade ML system predicting tradable crypto assets likely to rise ≥15% in 24 hours. Real-time ingestion from Binance, Coinbase, Kraken; XGBoost/Logistic Regression; walk-forward backtesting; web dashboard and mobile app (React Native). Docker, CI/CD, self-scoring predictions.
View on GitHub →ML-based wildfire detection and prevention using stacked multitemporal Landsat TM data. Predicts and analyzes prairie burn events for environmental sustainability and community safety.
GitHub →Geospatial engineering projects: KML processing, spatial coding, and GIS workflows using Jupyter notebooks.
GitHub →R project analyzing Boston housing data with multivariate statistical techniques—relationships between house prices (MEDV) and features like crime rate, rooms, tax rate.
GitHub →Python machine learning and statistical models—fundamentals through applied ML workflows.
GitHub →R statistics from 101 to advanced: exploratory data analysis, PCA, regression modeling, reproducible workflows.
GitHub →NLP assignment combining web scraping with natural language processing pipelines.
GitHub →Volatility and liquidity features from on-chain and exchange feeds; early warning dashboards for risk teams.
Predictive models for cardiovascular disease, diabetes, obesity, and poverty across Missouri counties.
GitHub →ML pipeline integrating feature engineering, anomaly detection, and ensemble models to flag high-risk transactions with improved precision/recall.
User and content embeddings with cosine and dot-product similarity; hard negative mining and error slicing to improve ranking.
Intent and entity extraction with calibrated thresholds and human-readable error reports; small batch scorer.
R analysis of BLS OEWS data: wage-employment patterns via EDA, PCA, and regression modeling (R² = 0.91). Actionable labor market insights.
Linear and multiple regression in R to predict concrete compressive strength; 59.7% variance explained with reproducible preprocessing and visualization.
IBM Hackathon – reinforcement learning for disaster-resilient city planning (St. Louis).
Precision and recall tuned to investigation capacity; sampling and alert thresholds co-designed with reviewers; drift monitors.
LLM-driven tool to ensure FHIR compliance for hospital and patient data (private repo).
Geospatial data & ML to forecast cocoa production trends in Ghana & Ivory Coast.
ML model investigating farmland changes 2013–2023.
GitHub →Practitioners / Projects category · Ghana Institute of Engineers
United Nations Economic Commission for Africa
BIZZ Excellence Awards
Bountifield International
Ghana Institute of Engineers
Association of Ghanaian Industries, Mastercard Foundation, McGill University
Alliance for a Green Revolution in Africa
Dalex Finance & CSIR-INSTI
American Society of Mechanical Engineers
GIZ & KNUST
European Union & Wazihub
National Union of Ghana Students
USAID Soybean Innovation Lab
Technology Consultant Center, KNUST