Case Studies

A portfolio of production, pilot, and R&D work.

VIFG is still the strongest public proof, but the rest of the work stays visible so you can see what is live, what is in pilot, and what is now under active development. Current build focus is moving toward WeatherForge and DGM as the systems underneath the broader StormIQ direction.

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Production

Featured public production proof

VIFG leads because it is the clearest public example of long-term delivery, accessibility ownership, and operational responsibility.

ProductionProductionFeatured proof

VIFG Nonprofit Platform

Production platform and delivery stack supporting a nonprofit serving the visually impaired community.

Problem

Mission-driven organizations need dependable public systems, but production reliability and accessibility often get treated as separate concerns instead of one delivery problem.

Result

Production site serving VIFG nonprofit since 2020, deployed on AWS Lightsail with automated CI/CD and TLS termination

What I owned

Sole engineer for architecture, frontend, infrastructure, and deployment

Public-facing proof

Live site at vifg.org/home, backed by repeatable deployment, accessibility support, and ongoing nonprofit operational stewardship.

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Pilot

Operational workflows being tested in the field

Pilot systems show where real workflows are already moving through the software, even if the product is not yet at full production maturity.

PilotBeta PilotOperational Workflow Software

DealerFlow

Pilot platform that automates inventory alerts, buyer matching, and seller workflows for wholesale vehicle activity.

Problem

Wholesale vehicle buyers and sellers lose time when fresh inventory, offer status, and lifecycle changes are spread across slow manual workflows.

Result

Beta pilot with working mobile workflows for buyer matching, seller inventory management, and real-time notification delivery

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R&D

Early-stage systems with clear architecture and workflow logic

R&D work stays visible because it shows how I handle automation boundaries, validation, data movement, and system design before production rollout. WeatherForge and DGM are the current build focus, with StormIQ positioned honestly as the broader direction they support.

R&DActive BuildApplied AI & Automation Systems

WeatherForge

Weather-triggered signal and routing system in active development to turn storm activity into usable operational input for StormIQ.

Problem

Storm-driven businesses lose time when weather events, territory relevance, and follow-up timing are all checked manually across maps, forecasts, and internal notes.

Result

System boundaries are defined for signal ingestion, normalization, territory relevance, and downstream routing; implementation is in progress

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R&DActive BuildApplied AI & Automation Systems

DGM

Workflow orchestration layer in active development for managing state, decision flow, and human review inside StormIQ.

Problem

Automation systems become brittle when routing, validation, retries, and human override are scattered across prompts, background jobs, and ad hoc glue code.

Result

Execution model is defined for graph-driven workflow state, validation boundaries, and human review seams; implementation is in progress

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R&DArchitecture in ProgressApplied AI & Automation Systems

StormIQ

Broader lead-automation direction being built on top of WeatherForge and DGM rather than treated as a finished standalone system.

Problem

Lead generation teams lose momentum when signal detection, qualification, call handling, and CRM handoff are split across disconnected tools and manual follow-up.

Result

StormIQ is now framed as a serious in-progress program direction, with WeatherForge and DGM acting as the concrete systems under active development

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R&DPrototypeApplied AI & Automation Systems

RoboReceptionist

Legal intake workflow that screens urgency, gathers structured information, and routes cases without inconsistent or unsafe responses.

Problem

Legal intake is high-friction for callers and high-risk for firms when urgency, jurisdiction, conflict checks, and advice boundaries are handled inconsistently.

Result

Working prototype with policy-gated intake flow, jurisdiction detection, and conflict-check pipeline

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R&DResearch SystemApplied AI & Automation Systems

Lecture Stream Platform

Audio-processing pipeline that turns raw recordings into transcripts, summaries, and reusable knowledge outputs.

Problem

Lecture capture often stops at raw recordings, leaving transcription, summarization, storage, and retrieval fragmented across separate tools.

Result

End-to-end pipeline processing audio through transcription and summarization to structured artifacts

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R&DPrototypeOperational Workflow Software

NAICS Startup Planning System

Planning system that turns broad startup ideas into structured, traceable business planning steps.

Problem

Founders often start with broad ideas but no repeatable way to turn an industry choice into a realistic plan, staffing model, income assumptions, or startup sequence.

Result

Working planning engine with rules-based role generation, income modeling, and explainability views across NAICS hierarchy

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