

Real-Client AI Challenge: Build an AI Matchmaking System
βπ Real-Client AI Challenge: Build an AI Matchmaking System
βFor Nanny Spark (Live Consulting Client)
βJoin a hands-on AI engineering challenge where youβll 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.
βOrganized by SparkCraft AI Consulting Γ AI Scholars AI Engineering Bootcamp, in collaboration with Nanny Spark.
ββ Who Should Join
βThis is for builders who want real client proof-of-work and enjoy:
βDesigning practical AI systems end-to-end
βWorking with real data, workflows, and evaluation
βApplying AI beyond demos and tutorials
βNo fluff β this is real AI engineering.
βπ― What Youβll Build
βChoose the parts and tech stack youβre most excited about:
β1. Data Collection
βContinuously collect / scrape nanny job posts
βOptimize for reliability and cost
β2. Matching & Ranking (Core Intelligence)
βMatch job posts β candidate profiles
βUse AI to analyze interview transcripts and identify best-fit candidates
β3. Delivery & Workflow
βAutomated delivery of curated matches:
βDaily for urgent roles
βWeekly for standard roles
βLightweight candidate check-ins:
βapplication status
βblockers and progress updates
β4. Presentation & Evaluation
βClearly explain your pipeline, agent logic, and evaluation strategy
βπ Important: Strong builds may be used by Nanny Spark in production immediately.
βπ Prizes (Top 3 Submissions)
βπ 1 seat in the AI Scholars 4-Week AI Engineering Bootcamp (5 hrs/week)
π www.aischolars.infoβπ Founder recommendation / endorsement from Nanny Spark
βποΈ Timeline (EST)
βKickoff Info Session: Sunday β 8:00 PM
(Canβt attend? Weβll send the recap + materials)βSubmission Deadline:
Tuesday 12:00 AM PST / Wednesday 3:00 AM ESTβSubmission Review Sessions:
Wednesday β 5:00 PM & 8:00 PMβLive Client Chat:
Wednesday β 11:00 PM
βπ Additional info sessions on Monday & Wednesday evenings.