exercise VS jina

[REMOTE] FULLSTACK (BUT MOSTLY BACKEND) DEVELOPPER ; TYPESCRIPT / NEXTJS / MONGODB

We are building a bank application with current & saving accounts, money management, wire transfers, and card management. We are launching on the French market this spring and the next step is to go to Europe for 2022. The draft is here : [https://green-got.com/](https://green-got.com/).

The endgame is to offer a solution that will reduce the carbon footprint of our clients by redirecting their money from carbon-heavy positions to eco-friendly ones AND to provide a better banking experience.

The general stack is a NextJS API and static front end with React native applications. We have developpers working on the static front, the applications and some parts of the backend. Half of the NextJS backend is a proxy to our providers for banking and money management services. We need you to work on that half! With time, you will be able to switch to other parts of the stack.

You have worked for at least a couple of years with TypeScript on the backend. You know how to write clean and well tested code. You want to make all your code dead simple to read. Experience with the banking or payment industry is a plus. You don't need to be a degrowther vegan but you must have a certain sensitivity to climate issues.

You can work from wherever you want, whenever you want, as long as you deliver. We intend to build a long-term relationship with our employees. So, the best candidate would be a french national that we can hire under french law for long term contracts. But we are open to international candidates on a C2C invoicing relationship. Being not too far from Paris time is a plus.

The budget for this position is 4500€ per month, 54000€ per year (this is $65k in USD). The end net salary will depend on the taxes in the country you live in. It may be half this amount.

To apply : https://github.com/green-got/exercise

We are building a bank application with current & saving accounts, money management, wire transfers, and card management. We are launching on the French market at the start but the next step is to go global. Draft here : https://green-got.com/

The endgame is to offer a solution that will reduce the carbon footprint of our clients by redirecting their money from carbon-heavy positions to eco-friendly ones AND to provide a better banking experience.

We are building a NextJS API and static front end and react native applications. The NextJS backend is mostly a proxy to our providers for banking and money management services. Connecting our backend and those services, and test that connection would be your most important task.

You have worked for at least a couple of years with TypeScript on the backend. You know how to write clean and well tested code. You want to make all your code dead simple to read. Experience with the banking or payment industry is a big plus. You don't need to be a degrowther vegan but you must have a certain sensitivity to climate issues.

You can work from wherever you want, when you want, as long as you deliver. We intend to build a long-term relationship with our employees. So, the best candidate would be a french national that we can hire under french law for long term contracts. But we are open to international candidates on a C2C invoicing relationship. Being not too far from Paris time is a plus.

The budget for this position is 3500 euros per month, 42000 euros per year ($51k). The end net salary will depend on the country you live in.

To apply, see the exercise here : https://github.com/green-got/exercise

Jina mainly because of their use of neural networks and AI.

Jina - It’s an open-source project where you can build search engines. Well maybe not no code but it claims that you only need a few lines of code for creating projects. The project supports semantic, text, image, audio, and video search. What I’m also interested in is with their neural search and generative AI. I’m also interested in the amount of github repo that they have. I have this on my radar since this is also something I was interested in.

Do you guys have any ideas how we can match images on our database? We’re working on a project that about matching images on our database. We were trying to use SIFT and some other similar methods, but for some reason, nothing doesn’t seem to be working that well. Does anyone have any suggestions for the most effective way to do this? Maybe some open-source solutions like HuggingFace or Jina AI? We just want to make sure our image matching is correct and that part’s been a bit of a struggle on our part.

The tech lets you find 3D models without sifting through tons of text - An information retrieval framework does the heavy lifting and compares models to each other, no descriptions or keywords needed.

Jina AI -They offer a neural search solution that can help build smarter, more efficient search engines. They also have a list of cool github repos that you can check out. Similar to Vertex AI, they have image classification tools, NLPs, fine tuners etc.

Well, it's not exactly a new feature, but we've been working on early support for DocArray v2 in Jina.

Jina let’s you serve all of your models through the same Gateway while deploying them as individual microservices. You can also tie your models together in a pipeline if needed. Also some nice ML focussed features such as dynamic batching.