Hi everyone ๐
I just want to share my story and my most recent achievement about landing on a Rust-oriented software engineering position at a startup by creating and maintaining an open-source project, OasysDB, an embedded vector database.
I initially posted this on Reddit and it received more attention than I could ever imagine. I also got a lot of questions from the community about starting an open-source projects or getting hired in general.
So, in addition to the content in my original Reddit post, I will expand it a bit more to answers some of these stuff.
Around 2 weeks ago now, someone opened an issue on OasysDB to integrate it to his platform, Indexify, an open-source platform to extract and process various unstructured data from different sources for generative AI apps in real-time.
He also connected with me via LinkedIn (my username is the same across all platforms ๐). He noticed that I had my #OpenToWork badge on and asked me if I'm looking for a job.
I was like Yes! and told him that if his company is hiring, I'd love to apply. Apparently, he was actually hiring. We then scheduled a call and chatted about Indexify and OasysDB, The motivation behind it, the goal, and some other stuff.
We also had another call the day after. An interview of some sort but way more casual. We discussed about the team, the vision, and other stuff related to the role. He made the decision to bring me in so fast that it kind of mindblowing ๐คฏ
We discussed the compensation over the weekend and after signing in some paperwork, I got my first Rust-oriented job! I started working last Monday and so far, I'm loving it. The team is also very helpful and friendly making the orientation period much more enjoyable.
I just want to say, if you're currently struggling to land a software engineering position, it might be worth it to try expanding your network by doing different stuff. Contributing or creating an open-source project is one of them ๐
Anyway, if you have any question, feel free to ask me in the comment!
I add some extra content below. Don't forget to check it out :)
Why I created OasysDB
I initially created OasysDB to learn more about Rust and vector indexing. I had no prior experience with Rust and the only experience I had with vector databases was using them at the previous startup I worked at to build a custom RAG pipeline.
So, yeah. I don't even know what got into me ๐
I came from Python and Typescript and my whole professional experience as a software engineer revolves around working with startups. One that I started myself and the other as a co-founder/founding engineer.
So with that, I have a pretty diverse skillset from web development both frontend and backend, devops, other engineering-related skills to UI/UX designs and even administrative stuff like incorporation.
Anyway, my point is that I'm adaptable and willing to learn.
After I got laid off from my previous job (the startup didn't take off), I decided that I wanted to add a new programming language to my arsenal.
I watched a couple of YouTube videos and read a couple of blog posts and decided to give Rust a try.
My favorite way to learn something new is to create a project using it. Since I read that Rust is a good language to create a database in and I have some experience with vector database, I decided to make just that.
Oh what a rough couple of weeks following that simple-minded decision ๐
I ended up learning more than just Rust and vectors. I learned a lot about creating and growing a open-source community, supporting the early users of OasysDB, and many other things both engineering and non-engineering related.
Overall, it is a wholesome experience that I would recommend anyone to try.
Self-promotion really quick ๐คฃ, this is OasysDB now:
Hybrid vector database with flexible SQL storage engine & multi-index support.
Introducing OasysDB ๐
Quickstart ๐
Contributing ๐ค
The easiest way to contribute to this project is to star this project and share
it with your friends. This will help us grow the community and make the project
more visible to others who might need it.
If you want to go further and contribute your expertise, we will gladly welcome
your code contributions. For more information and guidance about this, please
see Contributing to OasysDB.
If you have a deep experience in the space but don't have the free time to
contribute codes, we also welcome advices, suggestions, or feature requests. We
are also looking for advisors to help guide the project direction and roadmap.
If you are interested about the project in any way, please join us on Discord
Server. Help us grow the community and make OasysDB better ๐
Disclaimer
This project is still in the earlyโฆ
Also, this is Indexify, the open-source platform I'm currently working at:
A realtime serving engine for Data-Intensive Generative AI Applications
Indexify
Create and Deploy Durable, Data-Intensive Agentic Workflows
Indexify simplifies building and serving durable, multi-stage workflows as inter-connected Python functions and automagically deploys them as APIs.
๐ก Use Cases
Indexify is a versatile data processing framework for all kinds of use-cases, including:
๐ Concepts
A workflow represents a data transformation that can be implemented using Python functions. Each of these functions is a logical compute unit that can be retried upon failure or assigned to specific hardware. By modeling these functions as nodes of a graph and function composition as edges of one, the data transformation can be entirely described by an inter-connected graph known as a compute graph.
A compute graph implementing a workflow can be structured as either a pipeline or a graph.
Improving a chance to get hired (Community)
In addition to, of course, applying for jobs via some job boards like Indeed or LinkedIn, these are some other things you can try to get hired.
By the way, if you have things that work for you that I don't have in this list, please share and I'll add it to the list so that this list can help more people too ๐
Creating an open-source project: The project also functions as your portfolio of some sort. When people use your project, connect with them and help them succeed using it.
Local professional networking: Meeting people in person builds a deeper connection faster. Exchange contacts and don't forget to keep in touch with them.
Volunteer teaching how to code: There are programs like Code in Place teaching people how to code where you can volunteer as a teacher and connect with other teachers.
Comment your own experience ๐
Edwin Kys
