I lead cross‑functional teams through planning, alignment, and delivery — focusing on clarity, useful outcomes, and sustainable practices. Below are representative initiatives; I’m happy to dive deeper on any of them.
AI In The Work Pragmatic use of AI to accelerate outcomes while maintaining quality and privacy.
Speech → text: Whisper for meetings/interviews with structured outputs (PDF/JSON) and optional summaries. Computer vision: YOLOv8 for crowd estimation with annotated evidence and CSV stats. LLM‑assisted workflows: design exploration, code generation, and review with human‑in‑the‑loop guardrails. Membership Database & Engagement Platform Comprehensive membership platform: registration, profiles, households, volunteer hours, events, payments, admin tools, and email list sync.
React/TS Supabase (RLS) APIs Tailwind
Application Overview Comprehensive membership platform for a local political organization with member‑facing and administrative capabilities.
Core Functions & Capabilities Member registration and management; duplicate detection and household grouping Event integration via Mobilize.us; event display and sign‑up sync Volunteer hour tracking and contribution history Payment processing for dues and donations; status tracking Email list synchronization with Constant Contact Administrative dashboard with metrics, bulk ops, and reporting
Technology Stack React 18 + TypeScript, Tailwind Supabase (PostgreSQL) with Row‑Level Security and Supabase Auth Integrations: Constant Contact API, Mobilize.us API, ActBlue Dockerized dev, cloud deploy, end‑to‑end tests with Playwright
Voter (Spring Boot) Online voting system with multiple methods, anonymous voting, real-time results, and Bootstrap UI.
Java Spring Boot MySQL
Application Overview Online voting system with anonymous ballots, multiple vote types, and a clean Bootstrap interface.
Core Functions & Capabilities Anonymous voting without user identification Multiple vote types and configurable vote limits Manage voting sessions; live results/tally views Compact string‑based vote storage schema
Technology Stack Java, Spring Boot, Maven MySQL schema for votes and sessions Bootstrap UI; standard Spring Boot deployment
District Analytics Dashboards Custom dashboards for 150+ K‑12 districts to improve insight and renewals; standardized delivery accelerated onboarding.
SaaS SQL ETL AWS
Application Overview Custom analytics dashboards for 150+ K‑12 districts with standardized delivery that accelerates onboarding and renewals.
Core Functions & Capabilities Standard templates and playbooks that reduce time‑to‑value Secure data extracts and ETL into dashboard models KPI‑aligned visualizations for leadership, operations, and schools Training, rollout, and adoption support across stakeholders
Technology Stack SQL and data modeling; ETL (Alteryx/Knime/Talend) Cloud storage/compute (AWS) Dashboard platforms and CI/CD for content updates
VideoTranscribe Automated video/audio transcription and summarization using Whisper; batching, timestamp handling, and PDF/JSON output.
Python Whisper FFmpeg
Application Overview Automated video/audio transcription and optional summarization for meetings and interviews using Whisper.
Core Functions & Capabilities Processes MP4/MOV videos and WAV/MP3 audio Merges multiple audio files based on timestamps Whisper speech‑to‑text with configurable model sizes Optional summaries (local markdown or GPT‑assisted) Extracts timestamps (e.g., DJI filenames) for context Batch processing in Docker containers
Technology Stack Python 3.10, Whisper, FFmpeg Transformers/Torch for model runtime Outputs PDF transcripts and JSON metadata Dockerized with env‑based configuration
Crowd Counter Computer vision tool using YOLOv8 to estimate crowd sizes from photos/videos; annotated outputs and CSV reports.
Python YOLOv8 OpenCV
Application Overview Computer vision tool for estimating crowd sizes in photos/videos using YOLOv8 object detection.
Core Functions & Capabilities Frame‑by‑frame video analysis with configurable intervals Batch photo processing (JPG/PNG) with auto‑rotation Person detection and counting; threshold tuning Annotated visual outputs (bounding boxes) for transparency/QA Reports: HTML summaries and CSV data exports
Technology Stack Python 3.10, YOLOv8 (Ultralytics) OpenCV/PIL for image processing FFmpeg integration for video I/O
Voter Mapping Utility Radius-based voter lookup and mapping; Leaflet.js UI with MySQL spatial indexing.
PHP MySQL Spatial Leaflet
Application Overview Radius‑based voter lookup and mapping with integrated voter registration and geocoded address data.
Core Functions & Capabilities Find voters within configurable distances of target locations Leaflet.js map UI with filtering and selection export Multi‑database joins across geocode and voter tables Spatial indexing and distance calculations (MySQL)
Technology Stack PHP backend with Composer MySQL 8 with spatial functions (ST_Distance_Sphere) Leaflet.js front‑end; responsive layout Environment‑based configuration
Embroidery Design Tools Python utilities for PES/DST embroidery patterns, patch borders, and geometric designs.
Python PES/DST
Application Overview Utilities for generating/modifying embroidery machine files, focused on patches, borders, and geometric designs.
Core Functions & Capabilities Generate rectangles and borders; add/remove patch borders Create custom camp patches and geometric motifs
Technology Stack Python scripts PES (Brother) and DST (Tajima) formats
Concierge Site Directus-based headless CMS deployed with Docker for service-oriented content management.
Directus Docker CMS
Application Overview Directus‑based headless CMS deployed with Docker for service‑oriented content management.
Core Functions & Capabilities Role‑based content management with Directus Static content delivery optimizations Webhooks/integrations for external services
Technology Stack Directus CMS Docker/docker‑compose orchestration JSON‑based initialization and config
Email Management Automation and list management; campaign tooling and ESP integrations.
Automation ESP Data
Application Overview Automation and tools for managing campaigns and transactional email.
Core Functions & Capabilities ESP integrations for campaigns and transactional flows List hygiene, segmentation, and automated journeys Data sync/import and enrichment Tracking and reporting to guide optimizations
Technology Stack Python/PHP scripts Email service provider APIs Backing datastore for contacts/metrics