I solve the problems
others cannot see.
Two decades across Deloitte, AWS, Accenture, and Google. Not advising from the sideline — building, deploying, and scaling AI where it actually meets the organization.
From data to decision.
Organizations hire consultants who recycle frameworks. They hire vendors who sell products. They hire analysts who produce reports. None of that solves the problem.
The problem is structural. Your operating model was built before AI existed. Your teams are organized around functions that AI dissolves. Your decision-making process does not account for what is now possible. I redesign the system — not the slides.
Operating Model Transformation
Redesign how your organization works — not just what tools it uses.
Cross-Org Playbooks
Coordination across engineering, product, finance, HR. Executed, not presented.
Business Case Development
ROI models, risk quantification, phased investment. Math, not narrative.
AI Utilization Prioritization
Which use cases matter for your organization. Sequenced by impact.
Human-Capital Strategy
Skills gaps, role redesign, organizational restructuring for what is coming.
Performance Beyond Layer 3
Substrate, training, data modalities. The full stack, not the dashboard.
Where the work happened.
Deloitte
Senior Manager — Cloud Strategy & AI
AWS
Senior Manager — Worldwide BD
Accenture
Senior Manager — Global IoT & AI
Online Sales & Operations
18+
Years
$150M+
Pipeline Built
1,250+
Developers Trained
$5M+
Direct Client Sales
Selected engagements.
The problem. The approach. The outcome.
DELOITTE — FORTUNE 500
Generative AI Semantic Search Platform
THE PROBLEM
Client needed to surface institutional knowledge across millions of documents. Existing search was keyword-based and failing.
THE APPROACH
Originated and deployed a Generative AI solution for semantic search. Spearheaded go-to-market roadmaps. Supervised multiple client engagements.
THE OUTCOME
$5M FY22 client sales. $7.5M investment secured for delivery expansion.
DELOITTE — INDUSTRIAL MANUFACTURING
Predictive Equipment Health Diagnosis
THE PROBLEM
Underutilized sensor data. No predictive capability for equipment failures. Aftermarket revenue stagnant.
THE APPROACH
Advanced ML solution measuring KPIs for equipment health diagnosis. Optimized previously underutilized data for customer adoption.
THE OUTCOME
15% increase in aftermarket sales. 30% increase in predictive product failures. $300K solution at scale.
ACCENTURE — AWS PARTNERSHIP
Amazon Alexa for Enterprise
THE PROBLEM
No enterprise voice AI practice existed. Clients wanted Alexa integration but had no pathway.
THE APPROACH
Initiated the Amazon Alexa for Enterprise group. Deployed devices and created Alexa skills for global clients. Trained developers.
THE OUTCOME
15 Alexa skills deployed globally. 1,250 developers trained. $4M new business FY17.
Complimentary review.
One hour. Your software, your hardware, your decision-making process. Tailored. Specific. No pitch deck follows. If I cannot help, I will tell you directly.
REQUEST A REVIEW