eDiscovery · Data Quality · Process Design
I've worked vendor side, law firm side, and corporate side. Every phase of the EDRM. I know where data breaks and how to keep it defensible — because I've been the one on the hook when it wasn't.
Expertise
I've seen what happens when QC gets skipped. Validation, completeness checks, defensibility reviews — from collection through production. Not glamorous work, but it's the work that keeps you out of trouble.
End-to-end workflow design across the full EDRM — identification through production. I build processes that work the second time, not just the first. Repeatable, documented, and defensible when someone asks why you did it that way.
Large-scale document review and contract analysis. I build the workflows that turn thousands of documents into structured, searchable data — key terms, patterns, and the things you'd miss at volume without a system.
When a breach hits, the clock starts immediately. I build the response workflows — PII/PHI detection, affected-party analysis, regulatory timelines, notification generation. The kind of work where getting it right the first time matters.
I've implemented platforms on the vendor side, run litigation support at law firms, and managed legal operations in-house. When you've sat in every seat, you understand why the handoffs break — and how to fix them.
Developer Toolkit
When off-the-shelf doesn't fit, I write the code myself. I picked up AI development tools because the work demanded it — not because it's trendy. Same reason I learned every other tool on this list: because it solved a real problem for a real project.
C# / .NET
JavaScript / TypeScript
Python
SQL
VBA
Claude Code
Cursor
OpenAI
Custom API integrations
Workflow automation
Relativity
Exterro
Microsoft 365
Platform APIs
Custom connectors
REST / Graph APIs
Data pipelines
Cross-platform sync
Webhook automation
ETL workflows
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Ask about eDiscovery challenges, data quality, or my background. Powered by Claude.
I don't have a sales pitch. If you're dealing with data quality problems, process gaps, or an EDRM workflow that isn't working — tell me what's going on and I'll tell you honestly whether I can help.
Copy and design AI based. Content owner driven.