Cover Image for Real-Client AI Challenge: Build an AI Matchmaking System
Cover Image for Real-Client AI Challenge: Build an AI Matchmaking System
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Real-Client AI Challenge: Build an AI Matchmaking System

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β€‹πŸš€ Real-Client AI Challenge: Build an AI Matchmaking System

​For Nanny Spark (Live Consulting Client)

​Join a hands-on AI engineering challenge where you’ll build a real, end-to-end AI matchmaking pipeline for Nanny Spark, a nanny recruitment service β€” with the chance for your work to go live in production.

​Organized by SparkCraft AI Consulting Γ— AI Scholars AI Engineering Bootcamp, in collaboration with Nanny Spark.


β€‹βœ… Who Should Join

​This is for builders who want real client proof-of-work and enjoy:

  • ​Designing practical AI systems end-to-end

  • ​Working with real data, workflows, and evaluation

  • ​Applying AI beyond demos and tutorials

​No fluff β€” this is real AI engineering.


β€‹πŸŽ― What You’ll Build

​Choose the parts and tech stack you’re most excited about:

​1. Data Collection

  • ​Continuously collect / scrape nanny job posts

  • ​Optimize for reliability and cost

​2. Matching & Ranking (Core Intelligence)

  • ​Match job posts ↔ candidate profiles

  • ​Use AI to analyze interview transcripts and identify best-fit candidates

​3. Delivery & Workflow

  • ​Automated delivery of curated matches:

    • ​Daily for urgent roles

    • ​Weekly for standard roles

  • ​Lightweight candidate check-ins:

    • ​application status

    • ​blockers and progress updates

​4. Presentation & Evaluation

  • ​Clearly explain your pipeline, agent logic, and evaluation strategy

β€‹πŸ“Œ Important: Strong builds may be used by Nanny Spark in production immediately.


β€‹πŸ† Prizes (Top 3 Submissions)

  • β€‹πŸŽ“ 1 seat in the AI Scholars 4-Week AI Engineering Bootcamp (5 hrs/week)
    πŸ‘‰ www.aischolars.info

  • β€‹πŸŒŸ Founder recommendation / endorsement from Nanny Spark


β€‹πŸ—“οΈ Timeline (EST)

  • ​Kickoff Info Session: Sunday β€” 8:00 PM
    (Can’t attend? We’ll send the recap + materials)

  • ​Submission Deadline:
    Tuesday 12:00 AM PST / Wednesday 3:00 AM EST

  • ​Submission Review Sessions:
    Wednesday β€” 5:00 PM & 8:00 PM

  • ​Live Client Chat:
    Wednesday β€” 11:00 PM

β€‹πŸ“ Additional info sessions on Monday & Wednesday evenings.

Avatar for AI Scholars
Presented by
AI Scholars
Hosted By
3 Going