projects://

Project Deep Dives

Not summaries — real work. Each project with context, decisions, and lessons learned.

appShippedLive

Laguna POS System

Designed and built a complete POS system for AGUAS GORDITAS TACOS La Laguna in Wichita. Features a custom menu interface, order management, and a streamlined workflow tailored to the restaurant's real-world needs.

ReactViteJavaScriptCSS
dev notes
problem

The restaurant needed a fast, reliable digital ordering system customized to their specific menu and workflow — off-the-shelf solutions didn't fit.

approach

A full-featured point of sale and ordering system built for a real taco restaurant — handling menu management, orders, and daily operations.

aiActive

AI Document Analyzer

Built to solve the challenge of processing lengthy policy documents in the health insurance space. Uses natural language processing to identify key changes, summarize sections, and flag action items.

PythonOpenAI APIStreamlitLangChain
dev notes
problem

Manually reviewing 100+ page policy documents was consuming entire workdays. This tool reduces review time by 80%.

approach

An intelligent tool that uses AI to parse, summarize, and extract insights from complex business documents.

automationActive

Workflow Automator

Designed to automate cross-departmental handoffs and approval chains. Integrates with existing tools to create seamless workflows that reduce manual touchpoints.

PythonZapier APINode.jsREST APIs
dev notes
problem

Teams were spending 15+ hours per week on manual data transfers and status updates between systems.

approach

An automation suite that streamlines repetitive business processes through intelligent task orchestration.

appShipped

Change Impact Dashboard

Tracks change adoption metrics, stakeholder sentiment, and process performance before and after transformations. Provides leadership with data-driven insights.

ReactReplitChart.jsSupabase
dev notes
problem

Leadership lacked visibility into how changes were being adopted across the organization.

approach

A real-time dashboard that visualizes the impact of organizational changes across teams and processes.

aiActive

Meeting Intelligence Bot

Leverages speech-to-text and LLM capabilities to create structured meeting notes, identify decisions made, and track action items across sessions.

PythonWhisper APIGPT-4FastAPI
dev notes
problem

Important decisions and action items were getting lost between meetings.

approach

An AI assistant that joins meetings, transcribes discussions, and generates actionable summaries with next steps.

toolPaused

Process Mining Prototype

Applies Six Sigma principles programmatically. Ingests process data and generates flow maps, identifies waste, and suggests improvements using statistical analysis.

PythonPandasPlotlyStreamlit
dev notes
problem

Process analysis was done manually in spreadsheets with limited ability to spot patterns.

approach

A visual tool for mapping and analyzing business processes to identify bottlenecks and optimization opportunities.

experimentActive

Vibe Coding Experiments

Experiments in using AI copilots and generative code tools to rapidly prototype ideas. Explores the future of software development where intent drives implementation.

ReplitCursorClaudeVarious APIs
dev notes
problem

Exploring how AI can accelerate the journey from idea to working prototype.

approach

A collection of creative coding experiments exploring the intersection of AI-assisted development and rapid prototyping.