About Work Certifications Skills Experience Clients Writing Contact
Data · AI · Product
View My Work → Get in Touch

01 — Profile

About Me

I'm a Data, AI, and Product consultant with over a decade of experience turning messy enterprise problems into systems that ship. I work across the whole stack: shaping the data foundation, building the AI layer on top of it, and owning the product decisions that make both useful to the business.

On the data and AI side, I design semantic data models, build BigQuery and cloud analytics platforms, and put agentic AI and conversational interfaces in front of them so non-technical teams can get answers on their own. Recent work spans agentic dashboards, forecasting, and natural-language analytics for Fortune 500 clients.

On the product side, I'm a Certified Product Manager and Product Owner. I run discovery, shape roadmaps, manage backlogs, and lead cross-functional teams of analysts, scrum masters, and specialists using Scrum. I care about outcomes that show up in the numbers: adoption, revenue, and faster decisions.

My work runs across rail freight, logistics, retail, manufacturing, healthcare, and more. I hold an MS in Technology Management from the University of Illinois at Urbana-Champaign and a Product Management certification from Product School, alongside Salesforce and Google Cloud credentials.

Education
DegreeMS Technology Management
InstitutionUIUC
University of Illinois at Urbana-Champaign
University of Illinois at Urbana-ChampaignMaster's in Technology Management
Industries
Rail FreightLogisticsRetailManufacturingHealthcareRide SharingHospitalityAdditive MfgEducationDefense
Location
Based InAmericas

02 — Portfolio

Work Samples

Production-grade platforms and shipped products across data, AI, and product strategy. Each Data + AI project opens to its own page with the live deliverable.

Retail · Customer Analytics

Outdoor Apparel — Customer Analytics Dashboard

Semantic modeling unifying sales and marketing into a C-suite revenue and ROAS performance hub.

View project →
Logistics · Agentforce

Logistics & Fleet Intelligence Platform

A 14-object semantic model with an Agentforce layer surfacing dwell-time delays from live telemetry.

View project →
Aerospace · Defense

Aerospace Mission Readiness & AI Command Center

Seven siloed streams fused into a predictive ROI and supplier-risk command center.

View project →
Ag-Tech · Food Processing

Ag-Tech Performance & Margin Intelligence

Bridging high-yield production and net profitability through regional sourcing intelligence.

View project →
Life Sciences · Pharma

Pharma Performance Intelligence Hub

Fragmented sales and forecast data unified, with conversational analytics for non-technical users.

View project →
Healthcare · Agentic AI

Healthcare Network Operations Dashboard

Interactive BI plus an agentic assistant for wait times, cost, ratings and coverage.

View project →
Mobility · Operations

Mobility Platform Operations Dashboard

Revenue, bookings and cancellations with built-in anomaly-aware benchmarks.

View project →
Mining · Conversational Analytics

Canadian Mining Conversational Analytics

Seven government datasets unified into a live dashboard and a conversational AI agent.

View project →
Energy · Market Intelligence

The Crude Signal — Energy Intelligence Platform

Live crude oil analytics across 29 dashboard pages, 21 automated pipelines, and 10 years of historical price depth.

View project →
10
Product Management · EdTech · Revenue Operations
Higher Education Online Portal — Revenue Operations & Enrollment Intelligence
Designed a unified data model for a high-volume enrollment portal, resolving financial reconciliation gaps by aligning disparate payment and inventory metadata. Built an Enrollment Command Center to visualize capacity vs. demand for real-time revenue forecasting.
Revenue OperationsEnrollment AnalyticsData ModelingEdTech
View Deliverable →
11
Product Management · Hospitality
Stay & Sleep — Loyalty Rewards Program
Designed an innovative loyalty program for a vacation rental marketplace featuring points-based and subscription tiers, strategic partnerships, and 24/7 support to drive retention and repeat business.
Loyalty ProgramHospitalityProduct Strategy
Stay & Sleep — Loyalty Rewards Program
Page 1 of — Open PDF →
Loading PDF…
12
Product Management · Retail
Future of Organic Grocery — Whole Foods Feature Relaunch
Whole Foods Market mobile app feature relaunch including AI-powered search, loyalty rewards, and sourcing transparency with a "Sourced for Good" seal in the agentic-AI era.
Whole FoodsAI SearchFeature Relaunch
View Deliverable →
13
Product Management · AI · Fitness
Sixth Sense — AI Fitness Recommendation Platform
Conceptualized an AI + Emotional Intelligence fitness platform using physical and speech data for personalized recommendations. B2B and B2C go-to-market via tiered subscription plans targeting wearable manufacturers and health brands.
Emotional AINew ProductB2B + B2C
View Deliverable →
14
Product Management · AI · Fashion
Style Smart — AI Fashion Recommendation App
Two-sided AI fashion platform connecting users with personalized outfit suggestions. Projected 2.4M users and $4.5M profit by Year 7, with social sharing and AI-driven wardrobe features.
AI FashionTwo-sided PlatformFinancial Model
View Deliverable →
15
Consulting · Brand Strategy
Starbucks Reserve — Brand Audit
Two-phase audit: 85-respondent survey, ZMET analysis with 10 participants, Brand Concept Map, competitive POP/POD analysis, brand architecture evaluation, and dilution risk mitigation.
ZMETBrand EquityMarket Research
View Deliverable →
16
Consulting · B2B · Industrial Manufacturing
Additive Manufacturing — Gas Flow Measurement Solution
Market analysis, SWOT, pricing strategy, and business model design (outright sell, subscription, freemium) for a novel gas flow measurement solution targeting additive manufacturing.
B2BMarket SizingGTM Strategy
View Deliverable →
17
Consulting · Supply Chain Strategy
Apple Inc. — Supply Chain Strategy Review
Comprehensive review and strategic analysis of Apple Inc.'s supply chain management covering risk assessment, supplier relationships, and global optimization recommendations.
Supply ChainApple Inc.Strategic Analysis
Apple Inc. — Supply Chain Strategy Review
Page 1 of — Open PDF →
Loading PDF…

03 — Credentials

Certifications

01

Salesforce Ecosystem

Multiple certifications spanning CRM, administration, and platform expertise for enterprise deployments.

Salesforce CertifiedCRMEnterprise
Salesforce Ecosystem — Certifications
Salesforce Associate Certification
View Full
Salesforce AI Specialist — Agentforce
View Full
Salesforce Data Cloud Consultant
View Full
02

Data & AI

Badges and certifications in data science, artificial intelligence, and machine learning platforms.

Data ScienceAI & MLContinuous Learning
Data & AI — Certifications & Badges
Data and AI Certification
View Full
Snowflake Platform Certification
View Full
PwC — Data Tools and Visualisation
View Full
PwC — Business Analytics: Data Wrangling
View Full
PwC — Business Analytics: Data Insights
View Full
Tableau Analyst
View Full
Tableau Author
View Full
Tableau Consumer
View Full
03

Product Management & Agile

Certified Product Manager from Product School and Agile/SAFe credentials for modern product delivery.

Certified PMProduct OwnerSAFe Agile
Product Management & Agile — Certifications
Product Management Certification
View Full
Certified ScrumMaster — Scrum Alliance
View Full
Certified Scrum Product Owner — Scrum Alliance
View Full
PwC — Human-Centered Design
View Full
McKinsey.org — Forward Program
View Full
04

Google Cloud Platform

Google Cloud Certified Cloud Digital Leader — cloud strategy, data, and AI expertise on GCP.

Cloud Digital LeaderGCP
Google Cloud Platform — Certifications & Badges
Google Cloud Certified Cloud Digital Leader
View Full
Google Cloud — Cloud Digital Leader Badge
View Full
Google Cloud — Analyze and Visualize Looker Data
View Full
Google Cloud — Prepare Data for Looker Dashboards and Reports
View Full
Google Cloud — Prompt Design in Vertex AI
View Full

04 — Expertise

Skills

Data & Artificial Intelligence
Agentic AIMachine LearningDeep LearningGenerative AIFoundation ModelsNeural NetworksPrompt EngineeringAI AnalyticsEmotional AI
Product Management
Product StrategyRoadmap PlanningBacklog ManagementRICE ScoringOKRs & KPIs0-to-1 ProductsGo-to-MarketUser Research
Salesforce & Cloud
Salesforce CRMSalesforce AdminGoogle Cloud PlatformCloud Digital LeaderEnterprise SaaS
Agile & Delivery
ScrumSAFe AgileSprint PlanningCross-functional LeadershipStakeholder Management
Analytics & Strategy
Semantic ModelingBI DashboardsConversational AnalyticsForecastingData Visualization
Design & Prototyping
Human-Centered DesignWireframingFigmaRapid Prototyping

Tools & Platforms

05 — Experience

Professional Experience

Present
Technology Consulting · North America
Senior Data & AI Technology Consultant
Leading cross-functional teams to deliver agentic AI analytics platforms and enterprise data solutions for Fortune 500 clients across rail freight, logistics, and manufacturing. Translating complex requirements into high-value features using Scrum.
Previous
Technology Consulting
Product Manager & Product Owner
Managed product backlogs, led sprint planning, and delivered high-value features using Scrum. Mentored cross-functional teams of business analysts, scrum masters, and product specialists for Fortune 500 clients.
Graduate
University of Illinois at Urbana-Champaign
MS in Technology Management
Advanced studies spanning technology management, data analytics, supply chain, product management, and marketing — a multidisciplinary foundation for enterprise technology consulting.
Early Career
Enterprise Consulting
Technology & Data Consultant
Built foundational expertise in enterprise technology, data consulting, and stakeholder management across rail freight, retail, and manufacturing verticals.
Employers

06 — Clients

Notable Clients & Industries

07 — Thought Leadership

Blogs & Writing

08 — Contact

Let's Connect

Whether it's a consulting opportunity, collaboration, or a conversation about Data & AI — I'd love to hear from you.