Challenges
August 21, 2025

Mastery Quest: Empower Meaningful Work

Prototype a tool to help someone move toward more purposeful, higher-skill work

Objective

In this challenge, you’ll prototype a tool that analyzes a résumé and suggests three personalized project ideas or open-source contributions to help someone move toward more purposeful, higher-skill work.The aim is to explore how emerging technologies can advance our Responsible Innovation Goal: Empower Meaningful Work — ensuring technology creates new opportunities for purposeful, fulfilling work while supporting economic mobility and human dignity.

In collaboration with GitHub

We're thrilled to be collaborating with GitHub to be bringing this quest to life with Copilot.

If you haven't used Github Copilot before, check out this blog to get started.

The winner of this challenge will receive a one year subscription to Github Copilot Pro+

Important Dates

Challenge opens:

August 25, 2025 at 9:00am ET

Challenge closes:

September 7, 2025 at 11:59pm PT

What to Build

  • Prototype a résumé analyzer that accepts either a PDF upload or pasted text.
  • Suggest 3 project ideas or open-source repos based on the résumé (skills, experience, interests).
  • Bonus points if suggestions link directly to live open-source repos or learning resources.
  • Requirements

    Your submission should include:

  • GitHub Repo – with clean, commented code and a README explaining setup.
  • Demo/Explainer Video – a 2–5 minute walkthrough (e.g. Loom, YouTube, or other screen recording).
  • Submissions

    We encourage you to work in the open-source spirit. Share your project publicly and tag us:

    • Instagram, Threads, X, Facebook, TikTok, YouTube
    • Use hashtag: #MasteryQuest
    • Tag: @bletchleyinstitute

    Alternatively, if you’d prefer to submit privately, email your repo + video to: masteryquests@bletchley.org

    Judging Criteria

    Submissions will be evaluated on:

    1. Creativity – Did you bring a fresh, innovative angle?
    2. Impact – Does the project meaningfully advance the Responsible Innovation Goal?
    3. Execution – Is the prototype functional and well-documented?
    4. Clarity – Does your demo explain the idea in a way others can understand and build on?

    Recognition & Rewards

    Winners win prizes! All category winners will receive:

    • Github Copilot Pro+ one-year subscription
    • Mastery Quest winner badge and certificate to show off on your profile
    • Social media feature - your work shared on our channels as a challenge winner
    • Blog spotlight - we'll highlight top entries in a featured post
    • $1,000 scholarship to Flatiron School's Artificial Intelligence program

    Under 21 category winners will also receive:

    Recommended Prototyping Tech Stack

    Unsure where to start? Try starting with our rapid AI prototyping tech stack. These are the tools we use most often at the Institute for quickly moving from idea → prototype → demo. You don’t have to use all of them, but they’re excellent building blocks for early career engineers:

    • v0, Vue.js, Vercel – Rapidly prototype and host web user interfaces. Build clean, modern front-ends and deploy them instantly.
    • VS Code + GitHub Copilot – Another great AI-assisted editor for speeding up development, debugging, and experimentation.
    • Node.js + Express.js – A lightweight backend and API layer to connect your front-end, databases, and workflows.
    • Clerk – Drop-in authentication and user management (sign-up, login, identity).
    • n8n – No-code/low-code workflow orchestration. Automate background tasks or connect APIs without heavy lifting.
    • OpenAI (LLM) – Power your app with natural language generation, summarization, reasoning, or chat capabilities.
    • Zep – Add memory to your AI applications. Store and recall long-form conversations, maintain context, and extract structured topics.
    • MongoDB – Flexible NoSQL database for storing persistent application data, user content, and state.
    • Render.com – Simple hosting for front-ends, APIs, and workflows all in one place.

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