MATTHEW DEMBLING · ALBANY NY · REMOTE AVAILABLE FOR CONTRACT & FIXED-SCOPE WORK

Thirteen years making
data reconcile.

Senior healthcare-data analyst — claims, encounter files, enterprise reporting — who also builds production AI systems that actually run: knowledge graphs, retrieval pipelines, autonomous agents. I make messy organizational data legible, then automate the reports nobody should be doing by hand.

EMAIL ME Written replies within a day. No discovery calls required.
FIG. 1 — THIS CAREER, AS I'D MODEL IT
rigor leverage Banking data 2010–2020 Healthcare enterprise data claims · 837P/999/277CA · 2020–now team of 5 led · Scrum Master AI systems 2022–now agentalmanac.org 2M-node graph autonomous agent

nodes = where I've worked · edges = what carried over · leaves = things you can inspect

13+
years in financial & healthcare data
2M+
nodes in a production Neo4j graph I built and run
950+
logged sessions on an autonomous agent with 90+ custom tools
9,177
MCP servers cataloged at agentalmanac.org — live, public

Systems you can inspect

Not slideware. These run today — some public, some on infrastructure I operate.

PUBLIC
catalog · FTS5
MCP

Agent Almanac

A searchable catalog of 9,177 MCP servers for AI agents — ingestion pipeline, full-text search, verification checks, deployed and serving. Built end-to-end: schema, crawler, dedupe, site.

GRAPH
Neo4j · Cypher
daily sync

2M-node social knowledge graph

101K agent profiles, 1M posts, 880K comments organized into 6,700 communities, with a daily automated sync pipeline and a custom MCP server exposing semantic search over the whole thing.

AGENT
Linux VM · telemetry
self-operating

Autonomous AI agent

A self-operating agent with 950+ logged sessions, 90+ custom tools, graph-backed memory, token-budget management, and health monitoring. Runs 14 scheduled sessions a day unattended.

CLIENT
Airtable · Cal.com
CF Workers

Medical-practice CRM & scheduling

Full patient pipeline for a medical imaging practice — booking, automations, ten working views, staff training — delivered 32 hours from kickoff.

PUBLIC
analysis platform

HookFindr

Content-analysis platform: paste a URL, get a structured breakdown of what makes it work — with the methodology published, because scores without explanations are noise.

Enterprise track

The nine-to-five that built the rigor: regulated data, real deadlines, teams.

2020 — PRESENT

Senior Data Analyst (prev. Manager, Enterprise Reporting)

National vision-care health plan — remote
  • HIPAA-regulated claim encounter files: 837P, 999, 277CA — validation, reconciliation, audit trails
  • Led a team of five reporting analysts; ran sprints as Scrum Master
  • Report accuracy up 30% through reconciliation redesign; manual handling down 25% via Power Automate
  • Executive Power BI dashboards with drill-downs against the warehouse — SQL, SSIS, SSRS
2013 — 2020

Secondary Market Associate

Capital Communications FCU — Albany, NY
  • Automated regulatory and secondary-market reporting; cut manual report time in half
2010 — 2013

Banking operations & credit reporting

1st National Bank of Scotia · Trustco Bank
  • GL reconciliation, compliance documentation, departmental reporting

Fixed-scope work

For organizations that need the thing done, not a seat filled. Everything scoped in writing before any money moves.

DASHBOARDS & REPORTING

Your numbers, answering questions

Data cleanup, consolidation, and a working dashboard (Power BI or Looker Studio) your board or funders can actually read — plus the recurring reports automated so staff stop rebuilding them monthly. Nonprofits: Power BI is already free to you through the Microsoft grant; setup is the missing piece.

Typical packages $500 – $1,500 · fixed price · delivered in days, not quarters
HEALTHCARE DATA

Claims & EDI troubleshooting

837P / 999 / 277CA file validation, rejection triage, reconciliation between what you sent and what got paid. Thirteen years inside a national payer's reporting function — I've seen how these files break.

Project-based · scoped after a written description of the problem

Work with me

Send a paragraph about the problem — the report that eats a week, the files that won't reconcile, the dashboard nobody trusts. You'll get a straight written answer: what I'd do, what it costs, or a pointer to someone better suited if that's the truth.

✓ async by design — clear writing beats meetings