AI-Generated Content Workflows
Exploring Practical and Creative Applications
This research area investigates how large language models and diffusion systems can support creative production across writing, audio, and video formats. The focus is on prompt engineering, template systems, and quality evaluation methods.
Research Focus Areas:
Blog & Article Generation
Investigating prompt systems and template libraries for industry-specific, SEO-optimized outputs.
Social Media Automation
Exploring adaptive content generation tailored to different audience contexts.
Script & Storyline Creation
Research into narrative structures for video, podcasts, and multimedia formats.
AI Music & Jingles
Early-stage experiments with custom soundtracks and audio synthesis methods.
Image Generation
Studies on original illustrations and visual content using generative models.
Research Approach
Investigate. Prototype. Document.
Exploring content automation workflows for educational and research purposes, with attention to quality, ethics, and usability.
Workflow Systems
From concept to output, exploring content workflows using:
- Agent frameworks and orchestration patterns
- API-based integration studies
- Custom prompt templates and pipelines
Multi-Format Exploration
- Articles & Long-form Content – Structure and coherence studies
- Video Scripts & Narratives – Investigating storytelling patterns
- AI-Generated Audio – Experimental synthesis methods
- Visual Content – Generative model comparisons
Evaluation Methods
Research into quality assessment, prompt refinement, and output evaluation protocols for different content types.
Research Study – Content Workflow Optimization
Context: Investigating scalable content production patterns for educational blog publishing.
Approach: Developed experimental AI agent system for research, drafting, and optimization with API-based scheduling integration.
Observations:
- Prototype enabled increased output frequency for testing purposes.
- Quality evaluation methods developed for consistency assessment.
- Time efficiency patterns documented for further study.
Note: This is a research demonstration. No commercial services are offered.