Projects | David Burgess

Featured Proof Sports Analytics Local AI Workflows Extensions Media & Consumer Prototypes

Featured proof

Case studies built around decisions, review gates, and adoption.

These are the strongest public-facing stories because they show practical operator judgment, not just code volume.

Featured case study Sports Analytics / Decision Support

AI-Assisted Basketball Scheduling Decision Workflow

Turns raw NET/RPI/team-sheet data into scheduling options, scenario comparison, quadrant classification, and concise briefing outputs.

Synthetic-only Sanitized Repo withheld

My role

I defined the scheduling problem, success criteria, data checks, briefing format, and adoption loop, then used AI coding assistance to build and harden the workflow.

PythonFlaskstatic HTMLChart.jsAlpine.jsJSON datapytestAI coding assistants

Sanitized case study only. Public visuals use synthetic schedule data and avoid internal strategy.

Read AI-Assisted Basketball Scheduling Decision Workflow case study

Featured case study AI Workflow / RevOps for Career Pipeline

Job Search HQ

A private operating system for sourcing, scoring, tailoring, validating, and tracking a high-signal job search.

Private demo Sanitized Repo withheld

My role

I designed the operating model, scoring rules, resume QA gates, data structure, and human review workflow, then used AI coding assistance to implement scripts and maintain artifacts.

PythonMarkdownCSVlocal PDF/ATS validation scriptsbrowser-assisted resume renderingAI coding agents

Private demo only. Public visuals use fake job records, fake trackers, and anonymized diagrams.

Read Job Search HQ case study

Featured case study SaaS Ops / Competitive Intelligence

Web Agent Monitor

A configurable watchlist monitor that extracts structured page data, detects meaningful changes, and alerts operators.

Synthetic-only Sanitized Repo withheld

My role

I specified the monitoring workflow, config model, extraction and diff criteria, storage model, and alert behavior, then used AI-assisted coding to implement the service.

PythonPlaywrightLangChain/OpenAI or Azure OpenAISQLiteSlack webhook patternFastAPIpytest

Sanitized demo only. Real targets, environment files, databases, logs, and alert destinations stay private.

Read Web Agent Monitor case study

Featured case study Privacy / Regulated Workflow

Regulated Document Safety Workflow

A local-first PDF redaction workflow for preparing sensitive documents before sharing or AI-assisted analysis.

Synthetic-only Sanitized Repo gated

My role

I mapped the risk, specified local-first handling and verification criteria, and used AI-assisted coding to build a repeatable CLI workflow with synthetic demos.

PythonPyMuPDFOCR/TesseractspaCyCLI patternssynthetic test documents

Synthetic files only. The site avoids legal or compliance-certification claims.

Read Regulated Document Safety Workflow case study

Featured case study AI Productivity / Local Workflow Tool

ShotSort

A local workflow for renaming, tagging, searching, quarantining, and organizing screenshots and files.

Synthetic-only Sanitized Repo gated

My role

I designed the intake, confidence, quarantine, undo, search, and sync workflows, then used AI-assisted coding to implement and iterate.

PythonSQLite/FTSGemini APIFlaskFinder tagswatchdogOCRpytestmacOS/iCloud patterns

Synthetic screenshots only. Real local images and private file names stay out of the public site.

Read ShotSort case study

Lead proof 5

case-study candidates with synthetic public visuals

Catalog 13

recommended projects from the audit draft

Public links 0

repo links withheld until sanitization is complete

Sports Analytics

Supporting evidence with careful public handling.

These cards stay intentionally careful: synthetic screenshots, private demos, and project-specific caveats where real data, keys, logs, or third-party rules would matter.

Project card AI Tooling / Sports Data Integration

KenPom MCP Server

An MCP server exposing KenPom analytics as AI-callable tools for local or self-hosted workflows.

Private demo Sanitization needed Repo withheld

My role

I designed the tool surface, data extraction boundaries, and AI-client integration pattern, then used AI-assisted coding to implement and test it.

PythonFastMCPhttpxparser modulespytestDockerCI workflow

Private demo with terms caveat. Credentialed or subscription-derived data is not shown publicly.

Project card Sports Analytics Dashboard

NCAA Game Score Explorer

A dashboard for exploring NCAA player game performances with Game Score ranking, filters, heatmaps, and sortable logs.

Synthetic-only Sanitization needed Repo withheld

My role

I scoped the explorer workflow and data model, then used AI-assisted coding to build the dashboard, filters, and API/cache pattern.

Next.jsTypeScriptReact QueryTailwindVitestSQLite cachesports data adapters

Uses scrubbed data and screenshots only after build/tests and data-source caveats are verified.

Local AI Workflows

Supporting evidence with careful public handling.

These cards stay intentionally careful: synthetic screenshots, private demos, and project-specific caveats where real data, keys, logs, or third-party rules would matter.

Project card Local Knowledge Workflow

Apple Notes AI

A local Apple Notes extraction and AI search workflow with tagging, summaries, embeddings, API, and dashboard.

Private demo Sanitized Repo gated

My role

I designed the extraction, processing, search, and dashboard workflow, and used AI-assisted coding to build the local prototype.

JXAPythonFastAPISQLite/FTS5Gemini embeddings/summariesNext.jsTypeScript

Synthetic notebook data only. Personal notes, generated data, and keys stay private.

Extensions

Supporting evidence with careful public handling.

These cards stay intentionally careful: synthetic screenshots, private demos, and project-specific caveats where real data, keys, logs, or third-party rules would matter.

Project card Chrome Extension / AI Portability

Perplexity Backup & AI Migration

A local-first Chrome extension for exporting Perplexity threads to Markdown/JSON and packaging them for Gemini import.

Synthetic-only Sanitized Repo gated

My role

I defined the product workflow, privacy constraints, launch materials, and extension behavior, then used AI-assisted coding to implement and package the tool.

Chrome Manifest V3JavaScriptlocal downloads APIMarkdown/JSON exportlaunch-site materials

Uses fake export screenshots. Real exports and duplicate private folders stay private.

Project card Chrome Extension / AI Learning Workflow

NotebookLM Ultimate Suite

A modular Chrome extension concept for NotebookLM organization, exporting, study tools, YouTube import, and task workflow.

Synthetic-only Sanitization needed Repo withheld

My role

I scoped the modules, interaction model, and extension structure, then used AI-assisted coding to implement the prototype.

Chrome Manifest V3JavaScriptCSScontent scriptsservice workerextension options UI

Project card only with synthetic screenshots until module status and product-dependency caveats are tightened.

Media & Consumer Prototypes

Supporting evidence with careful public handling.

These cards stay intentionally careful: synthetic screenshots, private demos, and project-specific caveats where real data, keys, logs, or third-party rules would matter.

Project card AI Media Workflow

Video Transcriber Pro

A transcription workflow that turns video/audio into transcripts, summaries, chat context, and repurposed content drafts.

Synthetic-only Sanitization needed Repo withheld

My role

I designed the transcription, insight, chat, and repurposing workflow, then used AI-assisted coding to implement the app and earlier Python toolkit.

Next.jsGroq WhisperLemonfoxGemini/OpenAI fallbackyt-dlpffmpegPython utilities

Public-domain sample media only. Copyrighted media, keys, and logs stay private.

Secondary project card Consumer Workflow App

CleanPlate

A recipe workflow app that extracts recipes, digitizes cards, scales ingredients, plans meals, and builds grocery lists.

Synthetic-only Sanitization needed Repo withheld

My role

I defined the cooking workflow and feature set, then used AI-assisted coding to build the app and Firebase/Gemini integration prototype.

ReactTypeScriptViteTailwindFirebase Auth/Firestore/FunctionsGemini API

Uses sample recipes and synthetic grocery flows after key and project config review.

Secondary project card Interactive Product Prototype

WrapForge

A browser-based vehicle wrap designer with 2D editing and live 3D preview.

Synthetic-only Sanitization needed Repo withheld

My role

I scoped the design workflow and used AI-assisted coding to build the client-side prototype.

Next.jsReactTypeScriptTailwindFabric.jsThree.jsZustand

Shown with generic vehicle language and reviewed assets only.