• Ratio: 5 parts flour to 3 parts water (5:3)
• Hydration: 60%, up to 75%
• Salt: 1.5% to 2% of the flour's weight
• Yeast: 1% to 1.4% of the flour's weight for instant or dry yeast. Whole grain einkorn flour ferments faster than modern wheat, so a lower percentage of yeast (sometimes even 0.5%) is often sufficient, especially in slow-rise or no-knead recipes.
• 1 teaspoon each of yeast and salt for every 500g of einkorn flour.
• 200C for 20~ minutes, then lower to 180. Max cooking time, from 45 to 60 minutes

Taiwan Semiconductor Manufacturing Company, is the world's largest dedicated semiconductor foundry, based in Taiwan and founded in 1987. The company manufactures and sells integrated circuits and other semiconductor devices for a global client base, including major tech companies, and has a reputation for leading process technology.

TSMC pioneered the "pure-play" foundry business model, focusing solely on manufacturing semiconductors for other companies rather than designing its own branded chips.

TSMC builds chips for Nvidia and Apple and about 80/90% of its chips production is in Taiwan

These types of chips (3 and 4 nanometers) can only be manufactured by 2 companies: TSMC and Samsung. To make these chips, you need an insane high precision, and only one company makes the machines to manifacture these chips, and it's called Advanced Semiconductor Materials Lithography (ASML).

When you use a next/link to navigate to another route, and that upcoming route has a getServerSideProps method implemented, Next.js will send an API request to the server, which will run getServerSideProps and return a JSON containing the result. You can read about this in Next.js docs here. That resulted JSON fetch request data is used to render the upcoming route. Those data fetch requests have a path that looks like this: _next/data//.json.

The problem with that for our context — to be able to run multiple Next.js apps on same domain without base url prefix — is that Next.js doesn't give us a way to control this path. Which is to say there's no data fetch request path URL prefix which Next.js gives as a configuration option. Because of that we have a hard time finding a distinguishing factor for data URLs for multiple apps.

Remember that the data fetch url looks like _next/data//.json. If we could have a way generate unique for all our ap

• Processing frameworks
• Automation (scheduling)

• MySQL
• PostgreSQL
• MongoDB

Hands-on experience in Data Science. I used my technical skills to build a Content-to-Content recommendation system using Passports metadata for iPlayer programmes. My solution consisted of an Autoencoder network able to learn/generate metadata embeddings from Passport tags, to improve similarity calculations compared to the existing recommender. The solution was evaluated adopting a custom diversity metric I came up with to allow for variety of similar content. Strong algorithm and data structure uunderstanding and Python coding. I have experience in code managemeng and CI/CD.

Completed a Level 7 (MSc) AI & Data Science staff apprenticeship in March 2025 started in Feb 2023, which helped building a strong knowledge of data science and machine learning techniques, further developed during the work attachment period with the iPlayer Recommendation team.

10+ years of experience in Software Engineering, 6 of which as a Team Leader. I have experience working in cross-functional teams, building and delivering BB

git branch -a --contains 9f12d89998fbd38a3fd3a1d21e7b028b9659c107

gh pr list --search "${SHA}" --state merged gh pr list --search 9f12d89998fbd38a3fd3a1d21e7b028b9659c107