$ cat consulting.md
I'm an ML Engineer at Amazon with a background in computational biology. I build production systems at scale during the day and ship my own products at night — SaaS, iOS apps, data pipelines.
I take on a small number of interesting projects each quarter. If you're building something at the intersection of engineering and product, I might be able to help.
what I do
- ML System Design
- Pipeline architecture, model serving, feature stores. Taking ML from notebook to production at scale.
- AI Application Development
- LLM-powered products, RAG, intelligent search. Things that ship to real users, not demos.
- Data Pipeline Architecture
- Scraping at scale, streaming/batch processing, deduplication, data quality systems.
- Web Development
- Personal websites, landing pages, and small business web presence. Clean, fast, no-nonsense sites that actually get built.
fit
good match
- You need production ML, not a Jupyter notebook
- Your AI prototype needs to become a real product
- You need to scale something that currently doesn't
- You have a complex data problem with no off-the-shelf solution
probably not
- You need a full-time hire
- It's a basic CRUD app
- You want someone to "just train a model"
- Timeline is under 2 weeks