Melanie Lynn Kertley
Professional Summary
Twenty years of customer service across automotive, hospitality, and administrative work, with the most recent five focused on operations and process improvement. Founded SanctumTools LLC, an AI mental health support platform built on Firebase and the Claude API. Co-founded ChameleonGeneration.com. Track record of systemic, root-cause process fixes — including a 90% reduction in outstanding Accounts Receivable at a multi-million-dollar collision center. Seeking an Operations, Process, or AI Workflow role where customer-facing depth and applied AI practice converge.
Professional Experience
Action Advisors — High Point, NC
Administrative Assistant
- Manage client-facing tasks at an accounting advisory firm; serve as the primary point of contact for clients during peak tax season.
- Run an AI-augmented client communications workflow: Microsoft Copilot triages email threads to flag unanswered inquiries, then drafts professional responses. Every draft is human-reviewed and verified against the original client request before sending. Human-in-the-loop, every time.
Capital Automotive of Greensboro — Greensboro, NC
Office Manager, Carolinas Collision Centers
- Reduced outstanding Accounts Receivable from approximately $500,000 to $49,000 — roughly a 90% reduction — by investigating every open balance, contacting insurance carriers directly when collections required it, and resolving disputes that had gone unaddressed for months.
- Diagnosed and fixed the systemic source of revenue leakage: implemented a workflow rule requiring final estimates to be aligned with insurance carriers' final supplements at the start of each claim, eliminating the close-then-reopen pattern that was generating write-offs.
- Executed daily financial reconciliation across CCCOne and CDKGlobal at 100% data accuracy and regulatory compliance.
- Trained 5+ new employees on office procedures, customer service standards, and proprietary software systems.
Collision Center Coordinator
- Mastered and utilized industry-specific software platforms (CCCOne and CDKGlobal) to optimize repair order processing, tracking, and management for an average caseload of 50+ active files.
- Administered complex vendor relationships, ensuring meticulous data entry and invoice verification within the CDK system.
Receptionist
- Answered all incoming dealership calls on the Mitel phone system and routed them to the appropriate departments (sales, service, parts, finance).
- Greeted and assisted customers in the showroom as the first point of contact for the dealership.
- Designed and rolled out a tag sign-out system that eliminated recurring lost and missing tag issues.
- Performance in this role led to promotion to Collision Center Coordinator in March 2022.
Self-Directed Projects & Technical Focus
SanctumTools LLC (Founder, 2025 – Present) — AI mental health support platform built on Firebase and the Claude API. Tracks mood shifts, pain, and hygiene in real time so users have actual data to bring to a clinician instead of relying on memory. Full-stack ownership: authentication flow, Firestore data model, Cloud Functions, admin panel, retrieval-augmented chat. In private beta May 2026, launching at 20 beta users.
The Poor Man's Budget Tool (Founder, 2026 — a SanctumTools LLC product) — Budgeting web app for people living paycheck to paycheck, built on a triage engine that answers "what do I pay first?" when funds are short. Shipped on Firebase (Hosting, Authentication, Firestore) at budget.sanctumtools.com with Google sign-in and cloud sync; deterministic logic, no bank connection or account numbers (privacy by design). Free tier live; native iOS build with an optional paid Household tier in progress.
melaniekertley.com (Personal Portal, 2026) — Designed, built, and deployed the full stack: a public personal site with custom email-link authentication (Google Workspace DWD impersonation) gating an optional Claude-powered chat assistant and member post feed. Engineered for AI discoverability (JSON-LD structured data, llms.txt, sitemap) with a full SEO and security baseline. Built in approximately six hours with an AI agent team.
ChameleonGeneration.com (Co-Founder & Contributing Writer, May 2026 – Present) — Generation X publishing platform examining technological adaptation and the cost of constant reinvention. Originated the core concept and contribute the lived-experience editorial voice; technical co-founder operates the domain and publishing pipeline.
AI Cover Letter Guide (2026) — A step-by-step workflow for using AI to write targeted job-application cover letters in two minutes. Built from 70+ real applications.
Technical Proficiency
Key Achievements
- AR Turnaround: Reduced outstanding receivables from ~$500K to ~$49K (90%) at Carolinas Collision Centers through process diagnosis, workflow change, and systematic claim-by-claim investigation.
- Full-Stack AI Builds: Designed and shipped two production-quality AI applications (SanctumTools, melaniekertley.com) on Firebase + Claude API stack.
- Data Integrity: Maintained 100% accuracy in daily multi-system financial reconciliations across CCCOne and CDKGlobal.
- Process Architecture: Identified and resolved a systemic revenue leakage pattern (premature claim closure) that had been costing the business unrecovered insurance supplements indefinitely.
Education
General Equivalency Diploma (GED) — New York State Education Department
