@wtfashwinAi Software Engineer, Sylox
AI assistants, APIs and data pipelines: Ashwin, Pune
Hello all, my name is Ashwin and I am an AI and backend engineer working in Pune, India.
I create AI assistants, APIs and data pipelines using Python and FastAPI. These projects include a legal document assistant and a fraud detection system prototype. Happy to join and get to know some fellow engineers. My work: wtfashwin.github.io/Portfolio/
Introductions
Comments2
Welcome to Lounge, Ashwin. A legal document assistant and a fraud detection prototype sit at opposite ends on evals, since one is judged on citation accuracy and the other on precision at low false positive rates. Which one taught you more about shipping something users could trust?
The legal assistant taught me more, Ryan.
An answer needs a source you can check, and it should say when the documents don’t have an answer.
The fraud project is still a prototype. I haven’t proved its predictions are reliable yet.
2 comments
Welcome to Lounge, Ashwin. A legal document assistant and a fraud detection prototype sit at opposite ends on evals, since one is judged on citation accuracy and the other on precision at low false positive rates. Which one taught you more about shipping something users could trust?
The legal assistant taught me more, Ryan.
An answer needs a source you can check, and it should say when the documents don’t have an answer.
The fraud project is still a prototype. I haven’t proved its predictions are reliable yet.