AURA (WIP)

Distributed phishing-detection platform with a closed model feedback loop. A FastAPI backend handles inference, model versioning, and online retraining; a Chrome extension delivers real-time verdicts inside Gmail; a Next.js analyst dashboard manages the review and redeployment cycle — all connected through a PostgreSQL-backed audit trail.

Technologies: Python, FastAPI, scikit-learn, PostgreSQL, Next.js, TypeScript, Docker

SENTRY (WIP)

Two-stage distributed email analysis pipeline. A FastAPI service integrates Groq for low-latency inference and Google Gemini for deep page analysis — decoupled via async background tasks so the fast path is never blocked. Deployed with async SQLAlchemy and rate-limited token auth for extension clients.

Technologies: Python, FastAPI, Groq, Google Gemini, Playwright, Next.js, TypeScript

METIS (WIP)

Clinical AI backend deploying a Neural Thompson Sampling model (PyTorch) as a REST API for real-time treatment recommendations. Model inference, clinician feedback ingestion, and posterior updates are handled by a FastAPI service backed by PostgreSQL and Neo4j — with deterministic safety gates enforced at the API layer before any model output is returned.

Technologies: Python, PyTorch, FastAPI, PostgreSQL, Neo4j, Next.js, React

Coin Compass (LIVE)

Eight-service microservices architecture for cryptocurrency price prediction. Spring Boot handles API gateway, JWT/RBAC auth, centralised config, live Binance data ingestion, and user services; a Python ML service exposes a trained model via REST. Fully containerised with Docker and designed for independent service deployment.

Technologies: Java, Spring Boot, Python, Flask, scikit-learn, MySQL, MongoDB, Docker

UBot MT4 (LIVE)

Automated trading system (Expert Advisor) built in MQL4 for MetaTrader 4. Analyses historical market data to identify patterns and executes long and short trades autonomously — with configurable stop loss, take profit, position scaling, and trailing profit management. Includes a real-time dashboard and compiles to a deployable .ex4 binary.

Technologies: MQL4, MetaTrader 4, Algorithmic Trading, Expert Advisor

Spring Real Estate API (LIVE)

Production REST API deployed on AWS and Vercel connecting property agents with buyers. Spring Boot backend with JWT-secured endpoints, role-based access control, relational schema design, and a CI/CD pipeline — built from scratch and taken to live production.

Technologies: Java, Spring Boot, MySQL, JWT, AWS, Vercel, CI/CD

Software Engineer @ Sybrin Imaging Solutions

Aug 2024 - Jul 2025

Industrial attachment at an enterprise fintech company serving tier-1 African banks and insurers — Ecocash, CABS, Stanbic Bank, BancABC, and Old Mutual — across 6+ markets. Owned the full delivery loop: distributed system design, cloud deployment on AWS and Azure, ML model integration, and live client delivery.

• Architected and deployed a high-volume document processing platform (C#, .NET, Azure, OpenAI) to production — handling large-scale OCR workloads for Ecocash, CABS, and Stanbic Bank across a distributed cloud pipeline
• Designed and built the CABS Internet Banking API from scratch on AWS — RESTful endpoints, background Watcher/Indexer service, Audit Logs, and MFA for full regulatory compliance across UAT, QA, and Production environments
• Integrated and deployed custom ML models (Python, TensorFlow, OpenCV) into a production document pipeline for BancABC — extracting structured data from high-volume scanned banking documents with high accuracy
• Shipped 2 production AI integration pipelines for BancABC: an RTGS instruction processor combining OCR and ML inference, and an HR automation pipeline with NLP-based resume parsing, candidate scoring, and automated scheduling
• Delivered across Old Mutual's large-scale distributed microservices platform (AWS, Docker) spanning 6 African countries — contributed to system design reviews, BRD sessions, and client training
• Architected a reusable UI configuration layer for Sybrin's cloud platform — adopted as the standard integration pattern across multiple tier-1 banking clients

Technologies: C#, .NET, Python, TensorFlow, OpenCV, AWS, Azure, Docker, Next.js, MySQL

Co-Founder & Engineer @ Teleagents

2025 - Present

Building an AI voice-infrastructure platform that deploys human-sounding voice agents for inbound support, outbound sales, and 24/7 call-centre automation. Currently in closed beta with enterprise clients across Zimbabwe.

• Architected the full voice agent pipeline (Next.js, Python, FastAPI) handling both inbound and outbound call flows autonomously
• Closed beta with enterprise clients across Zimbabwe
• Designed the product, infrastructure, and go-to-market strategy from the ground up as co-founder

Technologies: Python, FastAPI, Next.js, TypeScript

Co-Founder & Engineer @ OurAfrica

2025 - Present

Building an offline-first cross-platform e-learning solution for low-bandwidth users across Africa — available on web, desktop, and Android with download-and-study, progress sync, and verifiable certificates.

• Shipped web, desktop (Tauri), and Android (Expo) clients targeting low-bandwidth African markets
• Designed offline-first sync architecture so learners can study without an active internet connection
• Built Spring Boot backend hosted on AWS EC2 with full CI/CD pipeline

Technologies: Spring Boot, Next.js, Tauri, Expo, AWS EC2

Software Engineer @ Replica Systems

Jan 2022 - Jun 2022

Industrial attachment delivering a full-stack site-management platform for a construction client and taking ownership of production websites including the Replica Systems corporate site.

• Built a full-stack site-management platform (Spring Boot, PostgreSQL, JWT, Angular) from blank repo to live production on AWS and Vercel via CI/CD
• Took ownership of the Replica Systems corporate site (React, Next.js) — covering UI development, domain registration, cloud hosting, and SEO optimisation

Technologies: Spring Boot, PostgreSQL, JWT, Angular, React, Next.js, AWS, CI/CD