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Enterprise AI projects and case studies

Production AI systems spanning enterprise GraphRAG, multi-agent operations intake, a 50K-session medical sales coach, voice-to-SQL analytics, and more.

Selected work

AI systems I’ve helped take from problem to production.

What they have in common

Each case study starts with the user’s problem and shows the build, tradeoffs, and result.

Clear user taskMeasurable impactSurvives daily use
Knowledge Copilot01

Enterprise GraphRAG Knowledge Platform

Relationship-aware enterprise knowledge retrieval

GraphRAG
relationship-aware retrieval
Hybrid
graph + vector search
View case studyGraphRAG +4
Workflow Automation02

Multi-Agent Operations Copilot

Multi-agent automation with JIRA, SharePoint & live web search

98%
intent accuracy
<10 min
intake to ticket
View case studyLangGraph +3
Revenue Enablement03

Adaptive Medical Sales Coach

Adaptive sales enablement for regulated medical teams

65%
faster onboarding
50K+
monthly sessions
View case studyRAG +3
Voice Workflow04

Voice-to-SQL Analytics Copilot

Voice-first analytics for teams that live in data

200+
daily users
8
business teams
View case studyLangGraph +3
Interview Prep05

Interview Question Recall Engine

Interview recordings turned into clean question lists

1-click
audio upload
Qs
extracted list
View case studyAudio Transcription +3
Knowledge Copilot06

Supply Chain Copilot

Hybrid RAG and SQL routing over Databricks Delta Tables

10K+
monthly queries
42%
faster analyst turnaround
View case studyMulti-Agent AI +4
Content Operations07

LinkedIn Content Intelligence Engine

AI content intelligence for building a credible LinkedIn voice

20+ hrs
saved weekly
A/B
content optimization
View case studyLangGraph +3
Talent Screening08

Evidence-Grounded Resume Screening Copilot

Recruiter intelligence for faster resume screening

1000+
resumes monthly
90%+
screening accuracy
View case studyLlamaIndex +3
Legal Ops09

Private Legal Review Copilot

A private document assistant for faster legal review workflows

45%
faster turnaround
GDPR
privacy aligned
View case studyRAG +3
Shared Services10

HR & Finance Operations Copilot

One assistant for HR, finance, policy, and payroll questions

40%
routine query share
200+ hrs
saved monthly
View case studyLangChain +3

Keep exploring

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