ArminRS

Aptura AI | Full-Time | MTS (Applied AI), MTS (SWE / Product) | London | ONSITE / HYBRID

We build the evaluation datasets and RL environments that make AI reliable where mistakes are expensive: finance, healthcare, and legal.

We design expert-curated training data, calibrated rubrics, and RL environments for nearly every frontier AI lab as well as startups pushing the frontier of what models can do.

We're a small London-based team running multiple active projects, so what you ship gets used immediately by labs, startups and internal domain experts. We recently launched SpreadsheetBench v2 (Kimi k3 model card) and work on ultra long-horizon tasks.

We're hiring:

* MTS, Applied AI — design the next benchmarks and RL environments — https://jobs.ashbyhq.com/aptura/c299e1f2-cdb4-4842-b5f3-8aa6...

* MTS, SWE / Product — build the platform behind every dataset — https://jobs.ashbyhq.com/aptura/cd6b6df2-1a75-442e-83b3-2ae0...

Aptura AI | Full-Time | MTS (Applied AI), MTS (SWE / Product) | London | ONSITE / HYBRID

We build the evaluation datasets and RL environments that make AI reliable where mistakes are expensive: finance, healthcare, and legal. We design expert-curated training data, calibrated rubrics, and RL environments for frontier AI labs and startups pushing the frontier of what models can do.

We're a small London-based team running multiple active projects, so what you ship gets used immediately by labs, startups and internal domain experts. We recently launched SpreadsheetBench v2 and work on ultra long-horizon tasks.

We're hiring:

* MTS, Applied AI — design the next benchmarks and RL environments — https://jobs.ashbyhq.com/aptura/c299e1f2-cdb4-4842-b5f3-8aa6...

* MTS, SWE / Product — build the platform behind every dataset — https://jobs.ashbyhq.com/aptura/cd6b6df2-1a75-442e-83b3-2ae0...

Not the author, but quickly ran a script over "Who wants to be hired?" from Jan-2021 to March-2023 and here is the resulting plot of the top-level comments (where indent="0"): https://www.arminbuilds.com/2021_01-2023_03_hired.png

> It is priced at $0.002 per 1k tokens

So it would be $900 per day

For each size there is a ".en" and a multilingual one. I'm using the multilingual one -> you talk in German and receive a German transcript. On page 23 of the paper you can see the WER's of each language (https://cdn.openai.com/papers/whisper.pdf) I limited my app to the languages that had a max of around 20% WER.

Sure if the repo has a xcodeproj you can just open it in XCode, change the signing and improve on it. (Just make sure to always respect the licenses) If you want to play with whisper.cpp you can use this SwiftUI demo: https://github.com/ggerganov/whisper.cpp/tree/master/example...