AI Against Modern Slavery
Project AIMS 2025

From Hackathon Vision to Reality

Watch my journey presenting Commit Hope at the Project AIMS Hackathon 2025 - where innovation meets purpose in the fight against modern slavery.

01Innovation Challenge

AI solutions for modern slavery detection

02Solution Development

Built comprehensive transparency platform

03Live Presentation

Demonstrated AI-assisted compliance assessment

04Real Impact

Turning hackathon vision into reality

Jediah Jireh

My Hackathon Journey

Project AIMS 2025 Participant

At the Project AIMS (AI against Modern Slavery) Hackathon 2025, I presented Commit Hope - an innovative platform that leverages artificial intelligence to combat modern slavery through enhanced transparency and accountability in corporate supply chains.

The solution addresses the critical need for standardized modern slavery reporting by providing AI-assisted assessment, expert review workflows, and public transparency - creating a comprehensive ecosystem for accountability.

Global
Competition
50+
Teams
AI for Good
Focus
50M+ Lives
Impact

Project Highlights

Key features and innovations that make Commit Hope a powerful tool for fighting modern slavery

Revolutionary Input Format

Eliminates PDF parsing challenges through guided form generation, creating structured, machine-readable compliance data from the start.

95% storage reduction vs traditional PDFs
Post-creation AI assessment with explainable reasoning
Git-style versioning for statement changes
Multi-format export (PDF, HTML, API)

Advanced AI Architecture

Google Gemini 2.0 Flash powers sentence-level analysis with explainable reasoning and confidence scoring for transparent assessments.

100-word context window analysis
Evidence classification & importance weighting
Chain-of-thought reasoning transparency
0.0-1.0 confidence scoring intervals

Collaborative Ecosystem

GitHub-style peer review system combines human expertise with AI capabilities for comprehensive quality assurance.

Expert validation workflows
Real-time commenting & collaboration
Audit trails for accountability
Role-based access control

Technical Innovation

Modern architecture built with Next.js 15, PostgreSQL, and Prisma ORM delivering cross-platform compatibility and real-time processing.

Structured JSON enables efficient querying
Direct API responses eliminate PDF overhead
Responsive display without PDF dependencies
Faster loading with lightweight transfers

Hackathon Presentations

Experience the journey from vision to demonstration - watch how I presented Commit Hope at the Project AIMS Hackathon and see the platform in action

Hackathon Pitch

Commit Hope answers the Blue Sky Innovation challenge, whilst weaving together elements from all the other challenges into one cohesive solution.

The Vision

Sharing Commit Hope's vision and impact potential at the Project AIMS Hackathon 2025.

MVP Demo

Live demonstration of the Commit Hope platform showcasing AI assessment, expert review workflows and transparency features.

Event Details

Event Information

Event
Project AIMS (AI against Modern Slavery) Hackathon 2025
Format
Global online innovation competition
Theme
AI for Social Good
Mission
Develop AI-driven solutions to combat modern slavery

Project Impact

Problem
Modern slavery affects 50+ million people globally
Solution
AI-driven transparency and accountability
Target
Corporate supply chain compliance
Impact
Enhanced reporting quality and public transparency

Join Our Mission

Let's work towards turning this hackathon vision into reality.