Software Engineer, Platform · Linnea AI
Building the eval platform — dataset versioning, run diffing, and a CLI good enough that researchers stopped writing their own scripts.
PythonPostgresKafkaTypeScript
About
A bit of context.
Sara is a software engineer who likes the boring half of engineering: clean APIs, fast tests, and observability you can act on. She's worked on ML platforms, payments infra, and the occasional indie game. Currently exploring what AI assistants should never do for you.
Experience
Where I've shipped.
Backend Engineer · Mango Pay
Owned the merchant-onboarding flow end-to-end; cut KYC median from 6h to 38m via async webhooks + retry policy.
GoPostgresRedis
Projects
Things I built.
scratchnet ·FEATURED
Built to teach myself the maths. Trains MNIST in under two minutes on CPU. The tape-based gradient bookkeeping is what most surprised me.
PythonNumPy
kaftaa ·FEATURED
TUI for browsing topics, filtering by header, and replaying ranges. Ergonomics over feature count.
RustRatatui
feed-by-rss
Web app + CLI to subscribe by topic, dedup across sources, and surface posts an LLM thinks you'd actually click. The LLM is wrong half the time, which I find informative.
TypeScriptSQLiteOpenAI
Skills
The toolbox.
PostgreSQL
Redis
React
Kafka
Docker
Python
TypeScript
Go
Rust
PyTorch
Education
School days.
National University of Computer Science
Senior thesis on robust active-learning under label noise. TA'd Algorithms II for two semesters.
Certifications