Projects
Production AI, compliance, and impact systems
A curated list of shipped AI systems across grants intelligence, financial compliance, computer vision, identity verification, and social-impact operations.
Portfolio evidence
Consumer AI, compliance infrastructure, and social-impact systems.
Public projects now show captured landing-page visuals. Private enterprise systems are shown with confidential system panels so they read as serious deployments, not disabled cards.
12portfolio systems
6live deployments
8public visuals captured
5SENTINEL agents
LiveAskScripture
Spirit-led AI for Scripture Study
Consumer AI product with billing, accounts, and persistent study workflows.
Full-stack AI application for scripture study, biblical Q&A, devotionals, AI-assisted counseling, and Bible reading, with user accounts, conversation history, and Stripe billing.
ReactViteFastAPIPythonDockerPostgreSQL
Public landing page captured from live deployment
LiveRamah Grants
AI Grants Intelligence
Operational grant pipeline for evidence-aware nonprofit fundraising work.
Funding intelligence platform for Ramah Upliftment Foundation that tracks opportunities, scores grant fit, and helps draft proposal material.
Next.jsDrizzle ORMGroqPostgreSQL
Live Ramah Grants app
Open SourceSENTINEL
Autonomous Compliance AI
Agentic compliance architecture spanning triage, evidence, reasoning, and reporting.
Five specialized AI agents orchestrated by LangGraph for AML/KYC investigations, evidence gathering, alert triage, and SAR drafting.
PythonLangGraphGeminiFastAPINext.js
Open-source repository
Open SourceAfricaPEP
Open-Source PEP Screening Platform
Screening interface and open data workflow for Africa-wide PEP checks.
Real-time screening platform for politically exposed persons across all 54 African Union member states. Features fuzzy name matching, graph-based relationship detection, country filtering, and batch processing for KYC/AML workflows.
FastAPINeo4jPostgreSQLNext.jsspaCyDocker
54 AU member states covered
LiveJo Harrison Shop
Luxury E-Commerce
Luxury storefront with catalog browsing, checkout, and customer support flows.
E-commerce platform for a London-based premium handbag brand, featuring product catalog with filtering, Stripe payments, customer photo gallery, and WhatsApp support.
Next.jsTypeScriptStripeTailwind CSS
Live commerce website
Confidential System
Deepfake Detection System
Biometric Fraud Prevention
Python
PyTorch
Deep Learning
OpenCV
Deepfake Detection System
Biometric Fraud Prevention
Multi-layer biometric fraud checks used in regulated identity workflows.
Production system detecting AI-generated faces, video replays, and printed photo spoofing in KYC workflows, paired with trained models for intelligent Ghanaian ID capture.
PythonPyTorchDeep LearningOpenCVYOLO
Enterprise deployment - client visuals confidential
Private deployment
Confidential System
KYC/KYB Fraud Risk Engine
Identity & Business Verification
Python
FastAPI
PostgreSQL
ML Models
KYC/KYB Fraud Risk Engine
Identity & Business Verification
Unified KYC/KYB risk pipeline for individual and corporate onboarding.
End-to-end identity and business verification engine covering document checks, liveness, PEP screening, sanctions, and risk scoring for both individual (KYC) and corporate (KYB) onboarding.
PythonFastAPIPostgreSQLML ModelsDocker
Enterprise deployment - client visuals confidential
Private deployment
Confidential System
AI Credit Scoring Engine
Risk Modeling
Python
scikit-learn
FastAPI
PostgreSQL
AI Credit Scoring Engine
Risk Modeling
Automated decisioning service for credit risk review.
Machine learning credit scoring system that pulls individual and business credit data from XDS Data bureau, applies risk models, and returns automated decisioning for financial institutions.
Pythonscikit-learnFastAPIPostgreSQLXDS Data
Enterprise deployment - client visuals confidential
Private deployment
Confidential System
Predictive Surveillance System
Computer Vision
Python
PyTorch
OpenCV
YOLO
Predictive Surveillance System
Computer Vision
Computer vision pipeline for real-time surveillance signals.
Real-time computer vision system connected to IP cameras to detect and predict suspicious activity patterns.
PythonPyTorchOpenCVYOLO
Enterprise deployment - client visuals confidential
Private deployment
LiveLexAura
African Regulatory Intelligence
Regulatory Q&A interface for African compliance research.
AI-powered regulatory intelligence platform for African financial compliance. Gives instant, citation-backed answers on KYC, AML, and STR regulations across Nigeria, Ghana, Kenya, South Africa, and FATF standards.
PythonLLMsRAGNext.js
Public app capture
ImpactRamah Portal
Nonprofit Website
Public NGO website with donor, programme, and storytelling surfaces.
Public website for Ramah Upliftment Foundation, supporting donations, campaigns, programs, and field storytelling.
Next.jsTypeScriptTailwindPostgreSQL
Live nonprofit website
Open SourceAgentic RAG with LlamaIndex
Document Q&A
Research agent implementation with retrieval, benchmarks, and docs.
Retrieval-Augmented Generation pipeline using LlamaIndex for document Q&A with agentic reasoning patterns.
PythonLlamaIndexVector DB
Open-source repository