Here are a few representative projects. Each can be adapted to new environments and workflows.
AI‑Assisted Storyboard Generator
Automated toolchain that reads scripts, identifies scenes and characters, and produces visual prompts for each shot. It uses ChatGPT for natural‑language and image analysis, then orchestrates Stable Diffusion for image generation.
- Extracts cast with visual descriptions and relationships
- Generates scene breakdowns with shot‑level prompt hints
- Supports reference‑image analysis to guide style and continuity
Robotic Liquid Handling / Pipetting
A fully automated, repeatable interface for liquid handling that supports plug‑and‑play add‑on devices for continuous production. The motion system is tuned for micro‑millimeter accuracy, with safety and calibration routines built‑in.
- Modular architecture for incubators, shakers, plate readers, etc.
- API control for scheduling and sample tracking
- Sensor monitoring and error recovery
Graphics Automation
A create‑once, use‑many pipeline for creative and media teams to repurpose graphics across marketing, sales, and regionalized outputs. Features an HTML/PHP front end with a SQL data store, automated asset uploads, and email approvals.
- Template‑driven graphics generation (static & motion)
- User roles, queue processing, audit logs
- Email approvals & automated publishing
Election Data Parsing
Constantly updating candidate data during elections, ingesting feeds from sources like the Associated Press and Reuters, normalizing them and pushing into live products. Built for accuracy, timeliness, and graceful handling of late‑breaking changes.
- Stream processing and schema normalization
- Automated validation against historical baselines
- Real‑time dashboards and downstream API
Live On‑Air Graphics (Broadcast)
A suite of utilities designed to run continuously in broadcast facilities with 24/7 uptime. Includes request tools, render queues, and playout monitors with detailed event reporting for production teams.
- Fault‑tolerant render queue and watchdogs
- Playout monitoring and event logging
- Operator‑friendly web UIs
Want something similar? Email me with a short note and we’ll figure out the best approach.