Sarah Lin
@sarah-lin
Senior Frontend Engineer at fintech startup. Just completed my first outcome.
The proof graph
7 proofs · 26 weeksProven across 1 domain
Highlights
The trophy case
Become AI Engineer
Senior Frontend Engineer — 4 production features shipped
Become AI Engineer
Senior Frontend Engineer — 4 production features shipped
1 domain. 2 outcomes. 0 peer verifications. A record of what Sarah Lin can actually do. A record that proves it.
Build your own →Recent proofs
Pair-coded a semantic search prototype with a senior ML engineer at work.
Studied transformer attention mechanisms — wrote out the math by hand.
Shipped a CLI agent that writes commit messages from git diff using GPT-4.
Completed the fast.ai lesson on fine-tuning; ran first LoRA experiment on GPU.
Implemented function calling with OpenAI API; connected to a live weather tool.
Pair-coded a semantic search prototype with a senior ML engineer at work.
Studied transformer attention mechanisms — wrote out the math by hand.
Shipped a CLI agent that writes commit messages from git diff using GPT-4.
Completed the fast.ai lesson on fine-tuning; ran first LoRA experiment on GPU.
Implemented function calling with OpenAI API; connected to a live weather tool.
You're caught up