I will fine tune bert or llms and build computer vision apis

I am a senior machine learning engineer specializing in LLMs (BERT, transformers) and computer vision. I help startups and product teams turn raw data into working ML systems.

I can:

• Fine-tune BERT or other LLMs on your text data
• Train and adapt computer vision models
• Build FastAPI inference APIs for production use
• Package models so they can be deployed in your product

You will receive clean, documented Python code and a working model or API you can run on your own infrastructure.

Typical use cases:

• Text classification, search, or embeddings
• Image recognition or detection
• ML-powered backend services

If you are not sure which package fits, message me and describe your project.