Humphrey Afobhokhan | AI Systems · Health Infrastructure

About

I build AI systems that make
healthcare infrastructure smarter.

I'm an applied AI systems builder and researcher focused on health infrastructure and data science. My work spans machine learning, predictive modeling, and the design of intelligent data systems that translate complex data into real-world clinical impact.

Currently pursuing a Doctorate in Business Administration with research focused on healthcare AI governance, alongside an MS at the University of San Francisco to strengthen my quantitative foundation. I bring 5+ years of experience turning data into strategic decisions — and I'm now focused on building the infrastructure layer for next-generation health systems.

Python R SQL Tableau Power BI Streamlit Firebase TensorFlow

Email Me LinkedIn GitHub SSRN

Innovation & Ventures

Building platforms, not just projects.

Applied AI infrastructure and creative ventures designed for scale and impact.

Featured Venture

Medyl

Founder & CEO

A patient-centered AI health infrastructure platform that structures longitudinal health data, generates predictive insights, and enables secure data sharing between patients, hospitals, and pharmacies. Built with Firebase, AI inference pipelines, and change-detection systems for tracking health deltas over time.

Health-Tech AI Infrastructure Decentralized Data

Visit Platform

FioFam

Founder

A multi-household financial coordination platform with append-only ledger tracking, role-based access control, and real-time spending analytics. Features server-validated atomic transfers, multi-currency support, and Firestore security rules enforcing data integrity at the database level.

FinTech Household Infrastructure Ledger Systems

Visit FioFam

Microsight

Founder

Developing an AI-powered wearable microscopy system for hands-free smart diagnostics and real-time pathogen detection. Targeting resource-constrained clinical environments.

AI Diagnostics Wearable Tech Computer Vision

Fahoy Music

Founder & Artist (BadboiHY)

An independent music label focused on publishing and digital marketing for emerging talent. Pioneering "Afrotrap" — a genre fusion of Afro and trap sounds.

Music Label Digital Marketing Afrotrap

Visit Fahoy

Research

Academic work at the frontier of healthcare AI.

Focused on patient-centered data architectures, AI governance, and implementation frameworks for emerging markets.

Published

Patient-Centered Health Data Architectures for Interoperable Care in Emerging and Underserved Markets

Explores structured patient data architectures and interoperability frameworks designed to improve continuity of care in fragmented healthcare systems across emerging and underserved markets.

January 2026 109 views · 26 downloads

SSRN Scholar ORCID

Published

Governing Patient-Centered Health Data Systems: Trust, Consent, and AI Accountability in Emerging Digital Health Ecosystems

Proposes governance frameworks addressing trust, consent, and AI accountability in patient-centered digital health ecosystems, with a focus on emerging markets and ethical deployment considerations.

January 2026 73 views · 16 downloads

SSRN Scholar ORCID

In Progress

Healthcare AI Implementation: From Theory to Practice

Third paper in the series, exploring practical implementation strategies and system design patterns for deploying AI-driven health platforms in real-world clinical environments.

2026 Implementation, Systems Design

All Papers on SSRN ORCID Profile

DBA Candidate Healthcare AI Systems Research

MS, University of San Francisco Quantitative Methods & Data Science

BSc Microbiology Benson Idahosa University

Selected Work

Technical projects and shipped systems.

Bitcoin ML Dashboard

Real-time Streamlit dashboard classifying BTC trends and predicting prices using logistic regression, random forest, and ridge models. Includes live data pipelines and interactive visualization.

PythonStreamlitScikit-LearnAPIs

GitHub Live Demo Video

Life Expectancy & Fertility Rate Analysis

Global demographic analysis in R exploring the relationship between life expectancy and fertility rates. Uncovered key population health insights across nations and time periods.

Rggplot2Statistical Analysis

GitHub

Investment Portfolio Optimization

Portfolio optimization using the Fama-French multi-factor model in R. Maximized risk-adjusted returns through mean-variance analysis and factor exposure management.

RFama-FrenchQuantitative Finance