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Daniel Rosehill Blog

Exploring technology, AI, business insights, and personal reflections from a curious mind

Can speech-to-text spell ‘makolet’? I tested seven models on Hebrish

Can speech-to-text spell ‘makolet’? I tested seven models on Hebrish

English speakers in Israel talk Hebrish, and dictation software mangles the Hebrew words. I built an open benchmark to measure it: my fine-tune gets two-thirds of them right, off-the-shelf models a third to under half.

speech-recognition code-switching hebrew +4
Dictation that finally understands Hebrish, on your phone and offline

Dictation that finally understands Hebrish, on your phone and offline

I fine-tuned NVIDIA's Parakeet v2 speech model to catch the Hebrew words in Israeli English. Release 2 is out: offline downloads for Android and Linux, the full model, and the training data.

speech-recognition parakeet code-switching +4
My Hugging Face models and datasets, by theme (October 2026)

My Hugging Face models and datasets, by theme (October 2026)

A point-in-time snapshot of the 16 models and 72 datasets on my Hugging Face profile, grouped by theme, from Hebrew-English code-switching to Jerusalem photography.

hugging-face datasets machine-learning +3
Teaching a podcast to say makolet: a classifier for Hebrew hiding in English

Teaching a podcast to say makolet: a classifier for Hebrew hiding in English

I released a small model on Hugging Face that finds romanised Hebrew words inside English text, so TTS voices like Chatterbox can stop reading them as English. Built for My Weird Prompts.

hebrew text-to-speech hugging-face +3
A quarter of every box you buy is wall

A quarter of every box you buy is wall

Multiply a box's outside dimensions and you overstate what it holds by about a quarter — and by more for a tapered attached-lid container than a straight-walled Eurobox. So I built the dataset nobody publishes: 48 sizes, 121 vendor listings.

storage logistics datasets +3

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Israel's open data portal has no changelog, so I built one

Israel's open data portal has no changelog, so I built one

Israel's open data portal publishes a catalogue but no changelog — there's no way to ask what's new. Its CKAN API turns out to carry enough history to reconstruct one: 1,197 datasets across 124 months, and what actually landed in the last few weeks.

open-data israel ckan +2
MK-Claude: a political platform for a party that doesn't exist

MK-Claude: a political platform for a party that doesn't exist

What would an Israeli political platform look like if somebody built one properly — every number sourced, every proposal costed, every trade-off admitted? Six policy areas, a four-stage pipeline with gates, and the unverified claims left visible.

israel politics claude-code +3
Green Invoice MCP: putting Israeli invoicing inside Claude

Green Invoice MCP: putting Israeli invoicing inside Claude

An unofficial MCP server that puts Green Invoice's API inside Claude: all fifteen document type codes, new sandbox support, and why chaining an OCR'd receipt into a supplier and an expense is the part that actually saves time.

mcp israel green-invoice +3
The shopping cart deserves to be a file

The shopping cart deserves to be a file

A shopping cart is a document you're never allowed to keep. .cart is an open, tax-aware JSON format that turns a cart into a portable file an agent can read, diff, re-price, or turn into a purchase order or RFQ.

file-formats procurement ai-agents +2
The warehouse apartment: how I moved my house onto industrial logistics standards

The warehouse apartment: how I moved my house onto industrial logistics standards

Renting in Israel means moving often, involuntarily, and expensively. My answer: store everything in the same standardised industrial containers — Euroboxes, pallets, picking bins — that industry uses to move things at scale.

storage moving logistics +4