My aim is to land a data Scientist role at FAANG or at a reputed company - the one people talk about.
There are a lot of things that could be improved. Let’s start at my GitHub.
I have listed my projects and have also made the design cool. What else should I do?
I need you to give me an honest review what improvements you would like to see in my profile: <a href="https://github.com/crimsonKn1ght" target="_blank" rel="noopener nofollow">My GitHub landing page</a>

Join The Githubers! A community where we discover, share, and discuss the most useful, interesting, and innovative GitHub repositories across various domains. From dev tools to open-source projects

The Githubers

A data scientist seeking career advice requests feedback on their GitHub profile to improve their chances of landing a role at FAANG or other prestigious companies. They've organized their projects and improved the design, but want honest critique on what else needs improvement to make their profile more competitive.

Be brutally honest

I would start with weeding out the basics. For example, get your spelling right, especially when it’s that obvious.

Firstly, love the creativity and energy. Those are bonus points and recruiters will be all hyped up on that energy too.
high five!
Now the shit throwing:
Is your name “crimsonKn1ght” on your Resume / CV ? If not, I would suggest swapping out your big beautiful banner greeting to a friendly greeting that includes your name.
Grouping the links into topics helps – but go a step further.
Pick your best one or two that you think are just stellar work, and drop expanded blurbs on them. This may require a reformat of the document a little, so bear with me while I try to explain…
Imagine chunking up the table, and as you iterate through the last entry in that chunk is a “featured project.” Featured projects are expanded sections that include a shared screenshot or a code snippet (for bonus points).
If it’s code, make sure it’s your code. If it’s not code, graphs trending up and to the right are good, or line graphs comparing before and after are good wins. (ie. tell me what I should discover, and then tell me what you told me)
Expand on the project concisely – like three sentences is godmode but I’d personally take less than 7 sentence’s to share a big result, a big decision I made and why
The wisdom share is:
<ul>
<li>Stay professional(-ish) in professional(-like) environment(s) (use your name in this case, but have fun)</li>
<li>Do the legwork for the screeners so they’ll expend their energy doing work you want (get hired)</li>
<li>Don’t trust the interviewer to come to the same conclusion about your project without some help (also two out of three probably won’t look at your github, sorry)</li>
</ul>

There are lots of items on your Github page and web page that appear to be links but they don’t really go anywhere. I would ensure they either have relevant tags/content associated with them or make them completely static.

You have a few solid projects, an obvious target category, and the ability to showcase your work. The main recommendations I could offer:
<ol>
<li>Update repository taglines - These are the short descriptions that will explain the repository or tool to potential employers and managers. It would be helpful to rewrite these to be more professional and less informal.</li>
<li>Professional E-mail and Domain - This is potentially optional, but can show a level of polish that is highly desirable. Gmail is free, but your own domain can go further.</li>
<li>Blog/Articles - Hosting a blog or posting online articles on your own website is a public display of knowledge of the field. In addition to your public code repositories and CV, a blog or personal website helps showcase your knowledge and skills in a field. Share your insights on current events, track your progress, write about your upcoming projects, etc.</li>
</ol>
Hostinger offers several solutions for hosted services, domain registration, and your own professional email. <a href="https://hostinger.com?REFERRALCODE=3TDCYPHERYG1" target="_blank" rel="noopener nofollow">Link</a>