projects://

Project Deep Dives

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

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.