PROJECTS / SELECTED WORK
A platform overview, selected case studies, and independent work—presented at a high level to respect employer confidentiality.
01 / FEATURED PLATFORM
Planning / Analytics / Modeling / Operations
A multi-capability planning, analytics, modeling, and operational platform developed and expanded over time.
A central platform with a growing ecosystem of focused planning, analytics, modeling, and operational capabilities.
Explore CPR02 / SELECTED CASE STUDIES
Individual problems, approaches, and the tools that support better work.
Analytics / Modeling / Automation / Decision support / Software / Data platforms
Cost Model Framework
A reusable analytical framework for estimating project and network costs, comparing results across business dimensions, and supporting repeatable planning decisions at scale.
Knowledge systems / AI / Applied technology / Data architecture / Decision support / Python
AskCJ
AskCJ was built to provide conversational, domain-aware access to proprietary business information at a time when no enterprise LLM was available. The system used structured domain templates, business lexicons, reusable interpretation logic, and custom data models to deliver AI-like interaction independently, while later supporting optional handoff to an LLM through curated Analysis Packages.
Customer analytics / Tableau / Product analytics / Decision support
Homelife Engagement Scorecard
A customer-health scoring model inspired by the logic of NFL quarterback ratings, combining more than 40 behavioral, usage, and service indicators into an account-level engagement score with month-over-month trending for Product and Marketing analysis.
Automation / Operational software / Sales enablement / Analytics
Central Listing
A rules-driven operational platform that automated the selection, scheduling, publishing, and ongoing synchronization of auction inventory to a digital sales channel, while providing operational monitoring and downstream performance analytics.
Operational software / Process improvement / Data integration / Revenue enablement
Image Audit
A revenue-generating operational application that unified vehicle-image audit work across roughly 80 auction systems, streamlined human review, routed failed images back for correction, and supported manufacturer-facing reporting around a 100% audit guarantee.
03 / INDEPENDENT WORK
Personal products and experiments, with room to explore ideas outside the enterprise context.
AI applications / Decision support / Career analytics / Product development
Career Fit
An independent application that turns career history, skills, project evidence, and job descriptions into structured context for fit analysis, resume strategy, gap identification, and more deliberate application decisions.