KEVIN FINCEL
FORWARD DEPLOYED AI ENGINEER · FOUNDER, GEOL.AI
Jacksonville Beach, FL · On-site to start, remote delivery · https://finceldesign.com

I help you figure out where AI would be useful, then build it into the systems your team already uses. That might mean checking a product catalog or helping staff work through incoming quote requests. I start with two or three days at your business, do the technical work from my office, and stay involved until people are using it.

COMPETENCIES (every verdict repo-verified: SHIPPED / IN FIELD)
  SHIPPED   Production LLM integration
  IN FIELD  AI agents & orchestration
  IN FIELD  RAG & grounded retrieval
  IN FIELD  Evals & verification
  SHIPPED   Full-stack development (TS / React / APIs / DBs)
  IN FIELD  Deployment, security & identity
  SHIPPED   Enterprise integration (ERP / CRM / analytics / legacy)
  SHIPPED   Customer-facing delivery
  SHIPPED   Product judgment & delivery ownership

SELECTED WORK (white-labeled; every figure repo-verified)
  01 · Five MCP servers, one encrypted token vault
       I connected the team's AI tools to the software they use for ads, reporting and calls. Staff sign in with their own accounts, and the ad connection can't change live spending.
       84 TOOLS · 5 SELF-HOSTED SERVERS · LIVE IN PRODUCTION
       https://finceldesign.com/casework/five-mcp-servers-one-token-vault

  02 · One database, two front doors
       I replaced a 12-tab trade-show spreadsheet with an app the team uses daily. Staff can update it directly or ask an AI assistant to do it. Every change is recorded.
       92 MCP TOOLS · HAND-BUILT OAUTH 2.1 · LIVE IN PRODUCTION · DAILY TEAM USE
       https://finceldesign.com/casework/one-database-two-front-doors

  03 · 2,014 domains, one consent gate
       After years of acquisitions, the company didn't know which websites were still running. I checked 2,014 domains and identified where visitor tracking needed consent controls.
       2,014 DOMAINS PROBED · 27 LIVE · TRIAGED · AUDIT DELIVERED · ROLLOUT IN PROGRESS
       https://finceldesign.com/casework/2014-domains-one-consent-gate

  04 · A live ERP, an API-first storefront
       I built the connection between the company's inventory system and its new website. Nearly 60,000 items sync in 5.4 minutes. The backend is verified; the website is still being built.
       5.4 MIN FULL SYNC · 59,886 ITEMS · 100% HASH-STABLE · BACKEND VERIFIED · UI IN PROGRESS
       https://finceldesign.com/casework/live-erp-api-first-storefront

  05 · 916 products, 30 agents, one operator
       I built an AI-assisted check of 916 products against a 250-page guide. The employee responsible for the catalog ran the full review herself, with three checkpoints together.
       916 PRODUCTS · ~30-AGENT ADVERSARIAL SWARM · SYSTEM DELIVERED · COMPREHENSIVE RUN COMPLETED BY THE OPERATOR
       https://finceldesign.com/casework/916-products-30-agents-one-operator

  06 · Agent-written changes to live ad accounts, safely
       Every API mutate touches live client spend. There is no sandbox.
       35 LIVE MUTATIONS · EVERY ONE APPROVED & LOGGED · IN PRODUCTION · ~18 ACCOUNTS
       https://finceldesign.com/casework/agent-written-ad-changes-safely

  07 · 23,658 products, two dollars of compute
       A 23,658-product catalog needed cleanup at a cost we could justify.
       <$2 COMPUTE · 697 PRODUCTS · 98.1% VERIFIED · PILOT EXECUTED & VERIFIED · PROGRAM PHASES GATED
       https://finceldesign.com/casework/23658-products-two-dollars-compute

NAMED CREDENTIAL
  Founder, Geol.ai; production AI-search visibility platform (https://geol.ai)

POLICY
  Client and employer names withheld; every engagement verifiable in
  conversation and reference checks.

CONTACT (form-driven; no email or phone published)
  Humans: https://finceldesign.com/#contact
  Agents: POST https://finceldesign.com/api/contact (GET it for the schema)

FINCEL DESIGN, LLC · JACKSONVILLE BEACH, FL · EST. 2008