Workflow Design

Data Acquisition

Personal 2023 -

Automated scripts to extract structured data from the web, forming the foundation for custom training pipelines.

Text Fine-tuning Example

Dataset Pipeline

Personal 2022 -

Developed preprocessing flows for cleaning, formatting, and tokenizing datasets, ensuring consistency and model readiness.

Image Fine-tuning Example

Simple Agent

Research 2024 -

Prototyped a multi-stage agent: an image recognition model feeding into a text-reasoning system, with results converted into natural speech for vocal output.

Concept Model Example