Resume

John Kipe — Forward-Deployed AI Solutions Engineer

Applied AI architecture and implementation for customer success, post-sales, and revenue operations workflows.

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Career Profile

Highlights

Scope, operating context, and measurable delivery profile.

Career Highlights

  • ✓10+ years shipping production AI systems inside high-accountability SaaS environments
  • ✓Led 15-person team across $70M ARR / 1,000-customer MidMarket segment with strong renewal outcomes
  • ✓Built scoring, forecasting, and renewal-risk workflows used by CSMs daily
  • ✓Bridged business requirements to architecture and implementation in post-sales

Target Roles

Forward-Deployed AI Solutions EngineerSolutions Architect (AI / GenAI)Applied AI EngineerCustomer Success AI ArchitectRevenue Operations Systems Designer
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Core Competencies

Where I create the most leverage

AI Systems Design

Agentic RAG, multi-agent workflows, quality-gated pipelines

Customer Success AI

Renewal risk detection, account health, expansion scoring

Solutions Architecture

Post-sales design, integration mapping, implementation roadmapping

Data & Analytics

Snowflake, SQL, Python, CRM data synthesis

Team Leadership

15-person team management, cross-functional execution, stakeholder enablement

Delivery Operations

Cloud deployment, documentation, runbooks, reliability monitoring

Featured Achievement

Built the REACH scoring methodology across 1,200+ global accounts — a repeatable scoring model with CRM-integrated outputs that improved CSM execution focus across a $250M ARR organization.

Full Resume + Experience

For detailed role history and project outcomes, review the Experience page or request a full PDF resume directly.

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