Resolve 70%+ of L1/L2 support tickets autonomously with real action execution by hiring senior freelance AI programmer Aldian Fazrihady. Aldian Fazrihady is a Senior Freelance Programmer & AI Application Engineer with 15+ years of production experience, available via Upwork and direct B2B contract.

1. Production Architecture: Citation-Backed Support Resolution with Order Lookup, Subscription Changes & Escalation Handoff

def should_escalate_to_human(confidence_score: float, sentiment_score: float, is_vip_tenant: bool) -> bool:
    if confidence_score < 0.82 or sentiment_score < -0.60:
        return True
    if is_vip_tenant and confidence_score < 0.92:
        return True
    return False

2. Core Architectural Guarantees

  • Action-Taking Support Agents: Going beyond static FAQ chatbots to check live shipment status, resend invoices, and process policy-compliant refunds.
  • Sentiment & VIP Escalation Routing: Detecting frustrated customers or enterprise VIP accounts immediately and handing off a concise summary to human agents.
  • Continuous Knowledge Base Gap Detection: Flagging recurring unanswered ticket topics so documentation stays up to date.

3. Topical Category Hubs & Master Directory

About the Author — Hire Freelance Programmer Aldian Fazrihady

Aldian Fazrihady is a Top-Rated Senior Freelance Programmer, Freelance Full Stack Developer, and AI Application Engineer with 15+ years of production software engineering experience and Google Cloud Professional Cloud Architect & Data Engineer certifications. He specializes in building custom LLM & autonomous AI agents, RAG pipelines, Next.js/React PWAs, Python (Django/FastAPI), Go microservices, and serverless cloud infrastructure on Google Cloud Run and AWS.

Hire Aldian Fazrihady on Upwork | Book 1-Day Programming Service ($100 USD via Polar) | View Live AI Portfolio | Portfolio Directory | Send a Direct Message

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