Personal AI project
ThreadCast
Converts Reddit threads into multi-persona podcast scripts and audio, including debate format and cliffhanger logic.
Story
I built ThreadCast to test whether messy online discussions could become structured long-form media with minimal manual editing. It became a practical sandbox for prompt design, narrative control, and end-to-end AI content workflows.
Problem
Long community discussions are high-signal but hard to consume in short-form media formats.
Solution
Designed ingestion, persona mapping, script generation, narration/TTS, and social clip planning.
Outcome
Demonstrated how AI can transform discourse into structured, reusable media artifacts.
Architecture
A placeholder implementation path that can be expanded with screenshots, data contracts, system diagrams, and measurable results as the project matures.
01
Thread ingestion
02
Comment clustering
03
Persona mapping
04
Script generation
05
TTS rendering
06
Clip planning
Product Artifacts
Sanitized examples to demonstrate product thinking and execution style when proprietary materials cannot be shared.
- PRD outline (problem framing, success metrics, rollout plan)
- Workflow wireframe / journey snapshot
- Evaluation rubric or quality checklist
- Operational metrics dashboard mock
Metrics to Track
- Script coherence
- Persona contrast
- Audio completion
- Clip retention
Product Role
- Built concept and prototype
- Defined format system
- Tested social packaging workflow