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    Challenges/TalentReach/General/Agentic AI Engineer Application Challenge -- Designing an AI-Powered Workflow

    Agentic AI Engineer Application Challenge -- Designing an AI-Powered Workflow

    AI
    LLM
    Agent Design
    System Architecture
    Healthcare Tech
    API Integration
    User Experience
    Full Stack Development
    Estimated Time:
    10 minutes
    Status:Not started

    What You'll Be Doing

    Context: You've joined a team building a platform used by medical and dental practices. The company wants to ship its first agentic AI feature: an assistant that helps clinic staff handle their daily workload more efficiently.

    Today, staff manually:

    • Read through incoming messages and requests (patients asking for appointments, refills, billing questions)
    • Check practice management / EHR systems for patient info, schedule, and eligibility
    • Decide what to do next: reply, schedule, escalate to a doctor, or ask for more info

    Leadership wants an AI-powered workflow where:

    • Messages are triaged and summarized using AI
    • The system proposes recommended actions (e.g., "offer these 3 time slots," "route to billing," "flag for doctor review")
    • Staff can review, edit, and approve actions in a React-based UI, and then the platform executes them via backend services and APIs

    Record a video walking us through how you would approach designing and building this system. You may also include optional notes or diagrams to support your presentation.

    What You'll Accomplish

    Design full-stack system architecture for AI-powered workflows

    Implement safety guardrails and human-in-the-loop controls

    Build transparent and explainable AI interactions

    Balance scalability with simplicity in first iterations

    Apply AI-assisted development tools thoughtfully

    How Your Work Will Be Scored

    Full Stack System Design (Backend + Frontend )-40%AI Integration & Safety Thinking -25%Ownership, Communication, & Pragmatism - 25%AI-Assisted Development Perspective - 10%

    What to Submit

    Please submit the following:

    1. Video Recording (≤ 10 minutes):
    • One continuous recording addressing both Part 1 (Personal Context) and Part 2 (Challenge Scenario)
    • Ensure audio and video quality are clear
    • You may use screen sharing to show diagrams or notes
    1. Written Artifacts:
    • Any notes, diagrams, or sketches you prepared for your video
    • Can be hand-drawn, digital, or text-based
    1. AI Usage Declaration:

    At the end of your video or in a brief note, please include:

    ☐ I did not use any AI tools to prepare my answer

    ☐ I used AI tools (briefly describe how --- for example, "I used AI to help organize my talking points, then rewrote everything in my own words.")

    On this page

    Top of Page
    What You'll Be Doing
    How It's Scored
    What to Submit