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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.

TTSScript generationRedditAI media

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