Week 13: The Final Sprint - Polishing Panday

December 17 - December 23, 2025

By Panday Team

Introduction

We made it. Week 13 represents the culmination of three months of research, design, development, and iteration. Panday has evolved from a concept to a working platform that can genuinely help people navigate skilled trades careers.

What We Built

Panday is now a comprehensive career roadmap platform featuring:

  • Interactive Visual Roadmap: Built with ReactFlow, users can explore career paths from apprentice to master electrician, with animated nodes and edges showing progression.
  • AI-Powered Chatbot: Integrated with LlamaIndex RAG, our chatbot answers questions using curated trade resources, stays on topic, and admits when it doesn't know something.
  • Progress Tracking: Users can check off completed resources and roadblocks, with a visual progress bar showing their journey.
  • Voice Input: Multilingual voice support with automatic transcription and translation.
  • Mobile Companion: An Expo-based mobile app connected to our production database via Neon's Data API.
  • Tutorial System: First-time users receive guided onboarding to understand how to navigate the roadmap.

The Journey

From Week 1's foundational research to Week 13's final polish, Team Panday has:

  • Conducted user research with real trade students
  • Deployed AI infrastructure on AWS
  • Created a comprehensive visual identity
  • Indexed thousands of trade resource documents
  • Built both web and mobile applications
  • Established marketing presence with brochures and social media

Our Team

Full Stack Developers: Peter, Nikita, Josh, Ozem, and Manny brought Panday's technical vision to life, from vector embeddings to mobile apps.

UI/UX Designers: Bruno, Darrel, and Reagan crafted an intuitive, beautiful experience that makes complex career paths understandable.

Together, we built something that matters.

TL;DR

Week 13 marks the completion of Panday—a working platform with interactive roadmaps, AI guidance, progress tracking, voice input, and mobile support. Three months of intense collaboration produced a tool that can genuinely help people navigate skilled trades careers.

What's Next?

Panday's journey doesn't end here. We envision:

  • Expanding to all Red Seal trades beyond electricians
  • Implementing advanced AI memory systems (RCR)
  • Building employer partnerships for apprenticeship matching
  • Creating community features for mentorship
  • Scaling across Canada and beyond

The skilled trades need 700,000+ workers by 2028. Panday will help them find their way.

Thank You

Thank you for following our journey. This is just the beginning.

Follow us: @panday_project on Instagram

Contact: hello@panday.app

Panday - Forging Pathways in Skilled Trades