FiveFaces: National Public Service Analytics System

Project Presentation Showcased: Tawananyasha Mukoriwo presenting the FiveFaces feedback ecosystem to the Minister of Industry and Commerce.

🏛️ Executive Overview

FiveFaces is an enterprise-grade, integrated hardware-software feedback ecosystem commissioned by the Ministry of Industry and Commerce. Developed during my tenure at the Harare Institute of Technology (HIT) Center of Artificial Intelligence, this project represents a shift from academic exercises to national-scale technical implementation. When the Ministry sought a robust solution to bridge the gap between public service delivery and citizen satisfaction, the HIT leadership specifically requested my expertise to lead the development. This project stands as a testament to my ability to engineer high-stakes, mission-critical systems that operate at a governmental level.

🔴 The Challenge

The Ministry required a centralized, tamper-proof, and real-time method to capture public sentiment across various physical service points. Traditional paper-based surveys or fragmented digital forms lacked the throughput and analytical depth required for actionable governance.

🟢 The Solution

I engineered a full-stack solution comprising:

Interactive Kiosk Interface: A custom-built, large-format touchscreen UI optimized for high-traffic physical locations.
Data Ingestion Engine: A high-throughput backend architecture designed to handle concurrent feedback streams from multiple geographic nodes.
Analytics Dashboard: A sophisticated administrative suite providing government officials with real-time heatmaps, sentiment trends, and service-level performance metrics.

🛠️ Technical Implementation

Frontend: Engineered for large hardware displays with a focus on durability, accessibility, and minimalist UX to ensure high completion rates.
Backend: Designed with a focus on data integrity and low-latency processing, utilizing a robust architecture capable of scaling across national departments.
Hardware Integration: Deep integration between web-based software and tablet-like touchscreen hardware to create a seamless, "appliance-like" user experience.

🚀 Impact and Recognition

This project was my inaugural entry into government-level consultancy and has since served as the foundation for my ongoing work with national institutions.

"This wasn't a classroom assignment; it was a call to action. Being invited into the HIT Center of AI to solve a national problem was a defining moment in my career, proving that my technical stack—ranging from React and Django to complex systems architecture—is ready for the most demanding environments."

Developed by Tawananyasha Mukoriwo at the HIT Center of AI.