About Work Certifications Industries Experience Clients Writing Contact
Data, AI & Product Consulting
Most portfolios show screenshots. This one has uptime.
View My Work → Get in Touch

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.

Substack Newsletter Medium Blog
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

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 →
Case Studies & Coursework

Product, brand, and strategy work from graduate study and earlier consulting, kept as supporting context rather than current client delivery.

View Case Studies →

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

Industry Verticals

Production data and AI solutions delivered across the sectors below, spanning energy and aerospace through life sciences, logistics, and healthcare.

Oil, Gas & Power

Energy & Commodities

  • Scattered price, shipping, trade and geopolitical data unified into one market view
  • Signals ranked by quantified financial impact, not just direction
  • Trading and risk desks get a single live read on what moves crude
Defense & MRO

Aerospace & Defense

  • Seven siloed operational streams fused into one readiness picture
  • Predictive supplier-risk scoring flags disruption before it reaches the line
  • Program leaders act on readiness gaps weeks earlier
Pharma & Biotech

Life Sciences & Pharma

  • Fragmented sales and forecast data consolidated into one source of truth
  • Reconciles actuals against forecast to expose demand shifts by product and region
  • Commercial teams move without waiting on analyst cycles
Rail & Freight

Logistics & Fleet

  • Fourteen raw telemetry objects modeled into one semantic layer
  • An agentic layer flags dwell-time delays the moment they appear
  • Dispatch and operations cut idle time across the network
Apparel & DTC

Retail & Consumer

  • Siloed sales and marketing data joined in one C-suite hub
  • ROAS attribution ties every campaign dollar to the revenue it drives
  • Executives reallocate spend toward what actually converts
Ag-Tech & Processing

Agriculture & Food

  • Field-level yield connected to net margin and sourcing cost
  • Reveals where strong output still erodes profitability by region
  • Operations and finance optimize for margin, not volume alone
Provider Networks

Healthcare

  • Wait times, cost and quality ratings benchmarked across the network
  • Pinpoints coverage gaps where access falls short of demand
  • Network managers target the sites that move cost and care
Public Data & Resources

Mining & Natural Resources

  • Seven government datasets consolidated into one analytics layer
  • A natural-language agent answers questions with no SQL required
  • Analysts and policy teams explore the data by simply asking

Tools & Platforms

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

Notable Clients & Industries

Blogs & Writing

Substack Newsletter

Let's Unpack, Data, AI, and Technology

My personal Substack unpacking perspectives on Data, AI, Technology, and more, including exclusive work samples for subscribers.

Subscribe →
Medium · Jan 2024

Foundation Model in Artificial Intelligence

Exploring the transformative role of foundation models in AI and how they are reshaping industries from healthcare to transportation.

Read →
Medium · Feb 2024

AI vs ML vs Deep Learning vs Generative AI

A clear breakdown of the key differences between AI, Machine Learning, Deep Learning, and Generative AI.

Read →
Medium · Feb 2024

Analyzing Human-AI Interaction

Key concepts in how humans interact with AI systems and what it means for technology design and product development.

Read →
Medium · Mar 2024

Generative AI & Neural Networks: The Future of Creativity

How generative AI and neural networks are unlocking entirely new creative and business possibilities.

Read →
Medium · Feb 2024

What is 0 to 1 in Product Management?

Unpacking one of the most crucial concepts in product management, building something from nothing to a scalable product.

Read →

Start a conversation

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